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Time-Aware Click Model

Click-through information is considered as a valuable source of users’ implicit relevance feedback for commercial search engines. As existing studies have shown that the search result position in a search engine result page (SERP) has a very strong influence on users’ examination behavior, most existing click models are position based,... (more)

Hilbert Exclusion

Most research into similarity search in metric spaces relies on the triangle inequality property. This property allows the space to be arranged according to relative distances to avoid searching some subspaces. We show that many common metric spaces, notably including those using Euclidean and Jensen-Shannon distances, also have a stronger... (more)

Cost-Effective Online Trending Topic Detection and Popularity Prediction in Microblogging

Identifying topic trends on microblogging services such as Twitter and estimating those topics’ future popularity have great academic and... (more)

On Crowdsourcing Relevance Magnitudes for Information Retrieval Evaluation

Magnitude estimation is a psychophysical scaling technique for the measurement of sensation, where observers assign numbers to stimuli in response to... (more)

Targeted Advertising in Public Transportation Systems with Quantitative Evaluation

In spite of vast business potential, targeted advertising in public transportation systems is a grossly unexplored research area. For instance, SBS... (more)

Inverted Treaps

We introduce a new representation of the inverted index that performs faster ranked unions and intersections while using similar space. Our index is based on the treap data structure, which allows us to intersect/merge the document identifiers while simultaneously thresholding by frequency, instead of the costlier two-step classical processing... (more)

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Call for Papers

ACM Transactions on Information Systems (TOIS) Call for submissions to a Special Issue on Search, Mining and their Applications on Mobile Devices. Click here to see more details.

Call for Special Issue Proposals

ACM Transactions on Information Systems (TOIS) invites proposals for a special issue of the journal devoted to any topic in information retrieval. Click here to see more details.

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ACM introduces a new publishing license agreement, an updated copyright transfer agreement, and a new authorpays option which allows for perpetual open access through the ACM Digital Library. For more information, visit the ACM Author Rights webpage.

 

About TOIS

ACM Transactions on Information Systems (TOIS) is a scholarly journal that publishes previously unpublished high-quality scholarly articles in all areas of information retrieval. TOIS is published quarterly.

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Forthcoming Articles
How Well Are Arabic Websites Archived?

It is has long been anecdotally known that web archives and search engines favor Western and English language sites. In this paper we quantitatively explore how well indexed and archived are Arabic language Web sites as compared to those from other languages. We began by sampling 15,092 unique URIs from three website directories: DMOZ, Raddadi, and Star28. We eliminated pages not in Arabic and culled the collection to 7,976 Arabic language webpages. We then crawled the live Web and web archives to produce a collection of 300,646 Arabic language pages. We compared the analysis of Arabic language pages with that of English, Danish, and Korean language pages. In total, we analyzed over 500,000 Web pages. We discovered: 1) English has a higher archiving rate than Arabic, however, Arabic has a higher archiving rate than Danish and Korean. 2) Most Arabic and English language pages are located in the US, most Danish language pages were located in Denmark, and most Korean language pages were located in South Korea. 3) The presence of a Web page in a directory positively impacts indexing, and presence in the DMOZ directory, specifically, positively impacts archiving in all four languages.

Derive User Preferences of Mobile Apps from their Management Activities

Smartphone users adopt explosive number of mobile applications (a.k.a., apps) in the recent years. App marketplaces for iOS, Android and Windows Phone platforms host millions of apps with billions of downloads. Investigating how people manage mobile apps in their everyday lives creates a unique opportunity to understand the behavior and preferences of mobile device users, to infer the quality of apps, and to improve user experience. Existing literature provides very limited knowledge about app management activities, due to the lack of app usage data at scale. This paper takes the initiative to analyze a very large app management log collected through a leading Android app marketplace. The data set covers five months of detailed downloading, updating, and uninstallation activities, which involve 17 million anonymized users and one million apps. We present a surprising finding that the metrics commonly used to rank apps in app stores do not truly reflect the users' real attitudes. We then identify behavioral patterns from the app management activities that more accurately indicate user preferences of an app even when no explicit rating is available. A systematic statistical analysis is designed to evaluate machine learning models that predict user preferences using these behavioral patterns.

Unifying Virtual and Physical Worlds: Learning towards Local and Global Consistency

Event-based social networking service such as Meetup is capable of linking online virtual interactions and offline physical activities. Compared with the mono online social networking service (e.g., Twitter and Google+), such dual-networks provide a complete picture of users online and offline behaviors that are, more often than not, compatible and complementary. In the light of this, we argue that joint learning over dual-networks offers us a better way to comprehensively understand user behaviors and their underlying organizational principles. Despite its value, few efforts have been dedicated to the following factors within a unified model: 1) local user contextualization, 2) global structure coherence, and 3) effectiveness evaluation. Towards this end, we propose a novel co-clustering model for community detection over dual-networks to jointly model the local consistency for a specific user and the global consistency of partitioning results across networks. We theoretically derived its solution. Besides, we verified our model regarding multiple metrics from different aspects and applied it to the application of event attendance prediction.

Cross-Platform App Recommendation by Jointly Modeling Ratings and Texts

Over the last decade, the renaissance of Web technologies has transformed the online world into an application (App) driven society. While the abundant Apps have provided great convenience, their sheer number also leads to severe information overload, making it difficult for users to identify desired Apps. To alleviate the information overloading issue, recommender systems have been proposed and deployed for the online App domain. However, existing work on App recommendation has largely focused on one single platform, while ignores the rich and relevant data of other platforms. In this paper, we tackle the problem of cross-platform App recommendation, aiming at leveraging users' and Apps' data on multiple platforms to enhance the recommendation accuracy that bases on one single platform. One key advantage of our proposal is that by leveraging the multi-platform data, the perpetual issues in personalized recommender systems, data sparsity and cold-start, can be largely alleviated. To this end, we propose a sound and principled solution that integrates both the numerical ratings and textual content extracted from multiple platforms. Our solution innovatively represents an App as an aggregation of common features across platforms and specific features on the resided platform. Extensive experiments on real-world datasets have demonstrated the promising performance of our proposed approach.

IDF for Word N-grams

Inverse Document Frequency (IDF) has been a widely-accepted term weighting scheme whose robustness is supported by many theoretical justifications. However, applying IDF to word N-grams (or simply, N-grams) of any length without relying on heuristics has remained a challenging issue. This paper describes a theoretical extension of IDF for handling N-grams. We first elucidates the theoretical relationship between IDF and the information distance, a universal metric defined by the Kolmogorov complexity. The findings above enable us to propose N-gram IDF, a new family of IDF, which gives fair weights to words and phrases of any length. Just based on the magnitude relation of N-gram IDF weights, dominant N-grams among overlapping ones can be determined. We also propose an efficient method to compute the N-gram IDF weights of all N-grams by leveraging the enhanced suffix array and wavelet tree. Because the exact computation of N-gram IDF provably requires much computational cost, we modify it to be a fast approximation method that can analytically estimate the error of the weights and keep the performance in an application level. Empirical evaluations on key term extraction and Web search query segmentation with various experimental settings demonstrated the robustness and language-independent nature of N-gram IDF.

Version-Aware Rating Prediction for Mobile App Recommendation

With the great popularity of mobile devices, the amount of mobile apps has grown in a dramatic rate than we have ever expected. A technical challenge is how to recommend suitable apps to mobile users. In this work, we identify and focus on a unique characteristic that exists in mobile app recommendation, i.e., an app usually corresponds to multiple release versions. Based on this characteristic, we propose a fine-grained version-aware app recommendation problem. Instead of directly learning the users' preferences over the apps, we aim to infer the ratings of users on a specific version of an app. However, the user-version rating matrix will be sparser than the corresponding user-app rating matrix, making existing recommendation methods less effective. In view of this, our approach has made two major extensions. First, we leverage the review text that is associated with each rating record; more importantly, we consider two types of version-based correlations. The first type is to capture the temporal correlations between multiple versions within the same app, and the second type of correlation is to capture the aggregation correlations between similar apps. Experimental results on a large data set demonstrate the superiority of our approach over several competitive methods.

A Time-aware Personalized Point-of-Interest Recommendation via High-order Tensor Factorization

Recently, the location-based Services (LBS) have been increasingly popular for people to experience new possibilities, e.g., personalized point-of-interest (POI) recommendation which leverages on the overlapping of user trajectories to recommend POI collaboratively. POI recommendation is yet challenging as it not just suffers from the problems known for the conventional recommendation task such as data sparsity and cold-start, but to a much greater extent. In the literature, most of the related works apply collaborate filtering to POI recommendation while overlooking the personalized time-variant human behavioral tendency. In this paper, we put forward a fourth-order tensor factorization-based ranking methodology to recommend users their interested locations by considering their time-varying behavioral trends \emph{while capturing their long-term preferences and short-term preferences simultaneously}. We also propose to categorize the locations to alleviate data sparsity and cold-start issues, and accordingly new POIs users have not been visited can thus be bubbled up during the category ranking process. The tensor factorization is carefully studied to prune the irrelevant factors to the ranking results to achieve efficient POI recommendation. The experimental results validate the effectiveness of our proposed mechanism which outperforms the state-of-the-art approaches significantly.

Search Result Prefetching on Desktop and Mobile

Search result examination is an important part of searching. High page load latency for landing pages (clicked search results) can reduce the efficiency of the search process. Proactively prefetching landing pages in advance of clickthrough can save searchers valuable time. However, prefetching consumes resources (primarily bandwidth and battery) that are wasted unless the prefetched results are requested by searchers. Balancing the costs in prefetching particular results against the benefits in reduced latency to searchers represents the search result prefetching challenge. In this article we introduce this challenge and present methods to address it in both desktop and mobile settings. Our methods leverage searchers' cursor movements (on desktop) and viewport-based viewing behavior (on mobile) on search engine result pages (SERPs) in real time to dynamically estimate the result that searchers will request next. We demonstrate through large-scale log analysis that our approach significantly outperforms three strong baselines that prefetch results based on (i) the search engine result ranking (prefetch top-ranked results), (ii) past SERP clicks from all searchers for the query (prefetch popular results), or (iii) past SERP clicks from the current searcher for the query (prefetch results that the searcher prefers). Our methods can make the search process more efficient.

Clustered Elias-Fano Indexes

State-of-the-art encoders for inverted indexes compress each posting list individually. Encoding clusters of posting lists offers the possibility of reducing the redundancy of the lists while maintaining a noticeable query processing speed. In this paper we propose a new index representation based on clustering the collection of posting lists and, for each created cluster, building an ad-hoc reference list with respect to which all lists in the cluster are encoded with Elias-Fano. We describe a posting lists clustering algorithm tailored for our encoder and two methods for building the reference list for a cluster. Both approaches are heuristic and differ in the way postings are added to the reference list: or according to their frequency in the cluster or according to the number of bits necessary for their representation. The extensive experimental analysis indicates that significant space reductions are indeed possible, beating the best state-of-the-art encoders.

Processing Long Queries Against Short Text: Top-k Advertisement Matching in News Stream Applications

In this paper, we study how to process long queries against short text that finds many useful applications in context-aware advertising. It uses dynamic news feed as a query to match against an advertisement database and retrieves k most semantically relevant ads. Unfortunately, none of existing methods work well in this search paradigm. To bridge the gap, we resort to extending the classic TA algorithm proposed for top-k aggregation. We devise a new two-level partitioning with tight upper bound estimation to significantly reduce the number of evaluated ads. In addition, we propose a lazy-evaluation scheme to delay calculating the full scores of unpromising candidates. These two optimizations eventually bring 3-4 times performance boosting in a million-scale ad database. To further improve the performance, we propose a novel rank-aware block-oriented inverted index. Each entry in an inverted list is assigned a rank based on its importance in the ad. The new organization allows us to devise a much tighter upper bound estimation and provides a very early termination in a block-at-a-time search strategy. Experimental results show that the rank-aware methodology works extremely well and further improves the performance of TA-based methods by 4-40 times.

Bibliometrics

Publication Years 1983-2017
Publication Count 653
Citation Count 20687
Available for Download 653
Downloads (6 weeks) 4632
Downloads (12 Months) 37154
Downloads (cumulative) 741146
Average downloads per article 1135
Average citations per article 32
First Name Last Name Award
Hal Berghel Outstanding Contribution to ACM Award (2000)
ACM Distinguished Service Award (1996)
Daniel Bobrow ACM Software System Award (1992)
ACM Programming Systems and Languages Paper Award (1974)
Kellogg S. Booth ACM Distinguished Member (2009)
ACM Senior Member (2009)
David Carmel ACM Distinguished Member (2016)
Carlos A. Castillo ACM Senior Member (2014)
Charles L A Clarke ACM Distinguished Member (2015)
Fabio Crestani ACM Senior Member (2009)
Ernesto Damiani ACM Distinguished Member (2008)
Susan T Dumais ACM Athena Lecturer Award (2014)
Ahmed Elmagarmid ACM Distinguished Member (2009)
Deborah Estrin ACM Athena Lecturer Award (2006)
Elena Ferrari ACM Distinguished Member (2011)
Alvaro Barreiro Garcia ACM Senior Member (2009)
Calvin C. Gotlieb Outstanding Contribution to ACM Award (2011)
ACM Presidential Award (2002)
Wendy Hall Outstanding Contribution to ACM Award (2014)
Jonathan L Herlocker ACM Software System Award (2010)
Djoerd Hiemstra ACM Senior Member (2009)
Eric Horvitz ACM AAAI Allen Newell Award (2015)
Xian-Sheng Hua ACM Distinguished Member (2015)
ACM Senior Member (2009)
Tiejun Huang ACM Senior Member (2013)
Xiangji Huang ACM Senior Member (2016)
Min-Yen Kan ACM Senior Member (2009)
David Karger ACM Doctoral Dissertation Award (1994)
Won Kim ACM Distinguished Service Award (2001)
Jon Kleinberg ACM AAAI Allen Newell Award (2014)
ACM Prize in Computing (2008)
Joseph A Konstan ACM Software System Award (2010)
ACM Distinguished Member (2006)
Wessel Kraaij ACM Senior Member (2007)
Yiqun Liu ACM Senior Member (2016)
Raymond A Lorie ACM Software System Award (1988)
ACM Programming Systems and Languages Paper Award (1982)
David E. Losada ACM Senior Member (2011)
Robert WP Luk ACM Senior Member (2007)
Yoelle Maarek ACM Distinguished Member (2010)
Jock D Mackinlay ACM Distinguished Member (2013)
Gary Marchionini ACM Senior Member (2008)
Satoshi Matsuoka ACM Gordon Bell Prize
Tokyo Institute of Technology (2011) ACM Gordon Bell Prize
Tokyo Institute of Technology (2011)
Kathryn Mckinley ACM Distinguished Member (2006)
ACM Senior Member (2006)
Tao Mei ACM Distinguished Member (2016)
ACM Senior Member (2012)
Stuart Edward Middleton ACM Senior Member (2014)
George Andrei Mihaila ACM Senior Member (2008)
Bradley N Miller ACM Software System Award (2010)
Mario A Nascimento ACM Senior Member (2007)
Hwee Tou Ng ACM Distinguished Member (2010)
Dianne P O'Leary ACM Distinguished Member (2006)
Judith S Olson ACM Athena Lecturer Award (2011)
Randy Pausch ACM Karl V. Karlstrom Outstanding Educator Award (2007)
David M Pennock ACM Senior Member (2006)
Vijay V Raghavan ACM Distinguished Member (2012)
Paul J Resnick ACM Software System Award (2010)
John T Riedl ACM Software System Award (2010)
ACM Distinguished Member (2007)
Mehran Sahami ACM Presidential Award (2014)
Fabio A. Schreiber ACM Senior Member (2012)
Robert P. Schumaker ACM Senior Member (2012)
Frank Shipman ACM Distinguished Member (2009)
Michael Stonebraker ACM A. M. Turing Award (2014)
ACM Software System Award (1988)
Jaime Teevan ACM Senior Member (2012)
Loren Terveen ACM Distinguished Member (2009)
Jennifer Widom ACM Athena Lecturer Award (2015)
Hui Xiong ACM Distinguished Member (2014)
ACM Senior Member (2010)
Qiang Yang ACM Distinguished Member (2011)
Shumin Zhai ACM Distinguished Member (2006)
Zhi-Hua Zhou ACM Distinguished Member (2013)
ACM Senior Member (2011)
Zhi-Hua Zhou ACM Distinguished Member (2013)
ACM Senior Member (2011)

First Name Last Name Paper Counts
Tatseng Chua 8
Justin Zobel 8
William Croft 8
Hsinchun Chen 8
Norbert Fuhr 7
Bin Cui 7
Gonzalo Navarro 6
Stavros Christodoulakis 6
Hector Garcia-Molina 6
Kalervo Järvelin, 5
Oren Kurland 5
Dennis Tsichritzis 5
Alistair Moffat 5
Zi Huang 5
John Gould 5
Thomas, Malone 5
Maarten De Rijke 5
Roger King 5
John Leggett 4
Ophir Frieder 4
Fausto Rabitti 4
Dennis McLeod 4
Prasenjit Mitra 4
Hugh Williams 4
Susan Dumais 4
Ricardo Baeza-Yates 4
Raffaele Perego 4
Ahmed Abbasi 4
Fabio Crestani 4
Chengxiang Zhai 4
Kamfai Wong 4
Jimmy Lin 4
Hengtao Shen 4
Swapan Parui 3
Liqiang Nie 3
Jianyun Nie 3
Dawei Song 3
Luis Gravano 3
Elisa Bertino 3
Abdur Chowdhury 3
Joseph Konstan 3
Alexander Tuzhilin 3
Amihai Motro 3
Kumyew Lai 3
Hongzhi Yin 3
Heikki Keskustalo 3
Luo Si 3
Nieves Brisaboa 3
Matthias Jarke 3
Xiaofang Zhou 3
Salvatore Orlando 3
Christos Faloutsos 3
Fabrizio Silvestri 3
Ge Nong 3
Henry Gladney 3
Roy Rada 3
Kuilam Kwok 3
Robert Luk 3
Marjan Celikik 3
Nívio Ziviani 3
Eric Horvitz 3
Abraham Bookstein 3
David Carmel 3
Simon Gibbs 3
Pavel Zezula 3
William Cohen 3
Edleno De Moura 3
Cornelis Van Rijsbergen 3
Shmuel Klein 3
Jamie Callan 3
Ben Shneiderman 3
Wai Lam 3
Gary Marchionini 3
Ryen White 3
Mark Sanderson 3
Hannah Bast 3
Hui Xiong 2
Benjamin Piwowarski 2
Filip Radlinski 2
Craig Macdonald 2
Lillian Lee 2
Ian Ruthven 2
Stefan Siersdorfer 2
John Riedl 2
Frank Tompa 2
Özgür Ulusoy 2
Frederick Lochovsky 2
Darrell Woelk 2
Ronny Lempel 2
Zhiting Hu 2
Raymond Panko 2
Robert Krovetz 2
Charles Wiecha 2
Fazli Can 2
Warren Greiff 2
Seungwon Hwang 2
Vijay Raghavan 2
Mark Chignell 2
Rong Jin 2
Eric Jensen 2
Panagiotis Ipeirotis 2
Sakti Pramanik 2
Jiaul Paik 2
Alan Hevner 2
Mandar Mitra 2
Berthier Ribeiro-Neto 2
Sanda Harabagiu 2
Piero Fraternali 2
Paolo Paolini 2
Ling Feng 2
Brian Cooper 2
David Hawking 2
Daniel Zeng 2
Mark Carman 2
Thorsten Joachims 2
Stuart Middleton 2
Jirong Wen 2
Michael Lyu 2
Jialie Shen 2
Qiang Zhu 2
Kotagiri Ramamohanarao 2
Iadh Ounis 2
Wanda Orlikowski 2
Carson Woo 2
David Hicks 2
Howard Turtle 2
William Webber 2
Hong Cheng 2
Fernando Diaz 2
Anna Shtok 2
Barbara Pernici 2
Carmel Domshlak 2
Leefeng Chien 2
Antonio Fariña, 2
Clyde Giles 2
Sudha Ram 2
Padmini Srinivasan 2
Weiyi Meng 2
Jaime Teevan 2
Raymond Lau 2
Laurence Park 2
Keke Chen 2
Nick Craswell 2
Fred Damerau 2
Nigel Shadbolt 2
Xiangji Huang 2
Lucy Suchman 2
Stefano Mizzaro 2
Tieyan Liu 2
Christopher Higgins 2
Antonio Siochi 2
Steven Beitzel 2
Waynexin Zhao 2
Elena Baralis 2
Paolo Garza 2
Joemon Jose 2
Nicole Yankelovich 2
Scott Hudson 2
Mansur Kabuka 2
Edward Dang 2
Claudio Carpineto 2
Chirag Shah 2
Shane Culpepper 2
Waihong Chan 2
Nat Ballou 2
Shipeng Li 2
Hui Yang 2
Gautam Pant 2
Jonathan Grudin 2
Zhaohui Zheng 2
Gediminas Adomavicius 2
Falk Scholer 2
Claudio Lucchese 2
Jinxi Xu 2
Clayton Lewis 2
Xiaojun Wan 2
William Jones 2
Peter Bruza 2
Gordon Cormack 2
Jaana Kekäläinen 2
Shibing Yao 2
Arjen De Vries 2
Yoelle Maarek 2
Dou Shen 2
John Mylopoulos 2
Charles Clarke 2
Paul Stotts 2
Qiang Yang 2
George Fitzmaurice 2
Olivia Sheng 2
Anthony Kaye 2
Jennifer Widom 2
John Schnase 2
Douglas Terry 2
İsmail Altıngövde 2
Ronan Cummins 2
Maria Fugini 2
Essam El-Kwae 2
John Carroll 2
Hochung Wu 2
Loren Terveen 2
Tao Mei 2
Quan Yuan 2
Gao Cong 2
Pasquale Savino 2
Hady Lauw 2
Eepeng Lim 2
Hongyan Liu 2
Yong Yu 2
Nicola Tonellotto 2
Richard Furuta 2
Neil Rowe 2
Jiantao Sun 2
Hideki Koike 2
Stephen Boies 2
Robert Capra 2
Massimo Melucci 2
Edward Fox 2
Irwin King 2
Pável Calado 2
Tao Tao 2
Manolis Koubarakis 2
Randall Trigg 2
Letizia Tanca 2
Marcel Reinders 2
Susan Gauch 2
Giovanni Romano 2
Dimitris Papadias 2
Mounia Lalmas 2
Jorge Garza 2
Won Kim 2
Jiashu Zhao 2
Stanley Zdonik 2
M Markus 1
T Waema 1
Karen Ruhleder 1
Nicholas Jennings 1
Aditya Parameswaran 1
Kathryn McKinley 1
Nancy Tinkham 1
Robert Kraut 1
Wendy Mackay 1
Kehchiang Yu 1
Giuseppe Amato 1
Tharam Dillon 1
Prasanna Ganesan 1
Takeshi Yoshioka 1
Daniel Weld 1
Martha Szczur 1
Johan Bollen 1
Cristiana Bolchini 1
Michael Shepherd 1
Wenhsiang Lu 1
Daniela Rus 1
Anthony LaMarca 1
John Lamping 1
David Roach 1
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Leif Azzopardi 1
Daniel Dreilinger 1
Paolo Boldi 1
Paul Lewis 1
Renato De Mori 1
Nikos Mamoulis 1
Beat Wüthrich 1
Dorée Seligmann 1
William Cooper 1
Jean Tague-Sutcliffe 1
Dan Frankowski 1
Ben He 1
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Maristella Agosti 1
Kareem Darwish 1
Mark Carter 1
Adam Cannane 1
Dennis Heimbigner 1
Sidney Harris 1
Sinnojialin Pan 1
Weimao Ke 1
Haizhou Li 1
Pierangela Samarati 1
Yoram Singer 1
Batya Friedman 1
Ridho Reinanda 1
Wen Wu 1
Zhihua Zhou 1
Ilya Markov 1
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Chathra Hendahewa 1
Reijo Savolainen 1
Eero Sormunen 1
Paavo Arvola 1
Criston Souza 1
Eduardo Laber 1
Sunghun Kim 1
Jianying Hu 1
Sumit Bhatia 1
Max Egenhofer 1
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Silvano Pozzi 1
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Ferhan Türe 1
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Yongyi Mao 1
Stefan Britts 1
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Ramesh Sankaranarayanan 1
Chihyi Chiu 1
Gueiwun Han 1
Bernd Lamparter 1
Yannis Ioannidis 1
Les Gasser 1
Jie Tang 1
Steven Schockaert 1
Vlad Tanasescu 1
Oscar Nierstrasz 1
F Ho 1
Chunwu Leng 1
Stephen Kwan 1
David Pennock 1
Solomon Shimony 1
Shuilung Chuang 1
Alex Acero 1
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Steffen Heinz 1
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Roy Want 1
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James Gerlach 1
Xiaohui Xie 1
Zhongchen Miao 1
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Lucia Vadicamo 1
Dongxiang Zhang 1
Hengtao Shen 1
Edward Chang 1
James French 1
Thorsten Hartmann 1
Rebecca Grant 1
Jennifer Xu 1
Steve Fox 1
Paolo Tiberio 1
Charles Kacmar 1
Scott Minneman 1
Jie Yin 1
John Tait 1
Fatima Al-Garawi 1
Jorma Laurikkala 1
Zhongming Ma 1
David Lewis 1
Pete Burnap 1
Rob Procter 1
Matthew Williams 1
William Housley 1
Ramy Baly 1
Peter Cook 1
Tom Smith 1
Ramana Rao 1
Deborah Tatar 1
Mark Stefik 1
Jiang Bian 1
Emanuele Buccio 1
Ying Zhang 1
Lorrin Garson 1
Jan Olsen 1
Krysta Svore 1
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Naama Zwerdling 1
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Elaine Marsh 1
Zhihong Lu 1
Brendon Cahoon 1
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Brian Martin 1
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Marius Paşca 1
Gianni Amati 1
Jack Conrad 1
Joanne Yates 1
Ann Lally 1
Eliot Moss 1
ManKit Chang 1
A Dong 1
Mohand Hacid 1
Xingquan Zhu 1
Franca Garzotto 1
Qifan Chen 1
Brad Myers 1
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Jintae Lee 1
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Douglas Vogel 1
Frank Hopfgartner 1
Ofer Egozi 1
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Alexander Hars 1
Judith Olson 1
Gary Olson 1
Chris Schmandt 1
Hiroshi Ishii 1
Minoru Kobayashi 1
Vesper Owei 1
Tung Bui 1
S Suthasinekul 1
Jian Su 1
Xiaobing Xue 1
Teekiah Chia 1
G Chen 1
Sushil Jajodia 1
Jon Gulla 1
Junyu Xuan 1
Loc Do 1
Noel O'Connor 1
Shaowei Liu 1
Wenwu Zhu 1
Michael Siegel 1
Anni Järvelin 1
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Marcin Kaszkiel 1
Radford Neal 1
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Tim Bray 1
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Brigitte Rock 1
Georg Gottlob 1
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Igor Szöke 1
Ronald Rice 1
Djoerd Hiemstra 1
Meng Wang 1
Xudong Zhang 1
Dongdong Shan 1
Aditya Pal 1
Lidong Bing 1
Qing Li 1
Anagha Kulkarni 1
James Allan 1
Zhen Yue 1
Gang Wang 1
Jingdong Wang 1
Zhiyong Wang 1
Dawei Luo 1
Jonathan Herlocker 1
Carolyn Crouch 1
Thomas Little 1
Raymond Ng 1
Steve Jones 1
Ioan Tăbuş 1
Lifeng Jia 1
Tsunghan Tsai 1
Charalampos Chelmis 1
Jay Israel 1
Zhiyong Cheng 1
Xuemeng Song 1
Bart Dhoedt 1
Wolfgang Effelsberg 1
Maria Theodoridou 1
David Choy 1
Roberto Zicari 1
Siranush Radicati 1
Seungtaek Park 1
Dirk Bahle 1
Eric Nyberg 1
Wop Nawijn 1
Jiawei Han 1
Lei Zhu 1
AlBing Rao 1
Paul Thistlewaite 1
Bernard Tan 1
Jay Ponte 1
Yi Chang 1
Fatemeh Zahedi 1
Jerry Farrell 1
Kai Chen 1
Jianhua He 1
Yi Zhou 1
Sai Wu 1
Shuaiqiang Wang 1
Rossano Venturini 1
N Vujovic 1
Dragana Brzakovic 1
Guandong Xu 1
Liming Ren 1
Stuart Card 1
Andreas Lemke 1
Gerhard Fischer 1
John Tang 1
John Wilbur 1
Mark Green 1
Philip YU 1
Clement Yu 1
Minyen Kan 1
Helena Webb 1
Omer Rana 1
Md Alim 1
Hien Nguyen 1
Sana Hamdi 1
Amel Bouzeghoub 1
Hongwei Liang 1
Wassim El-Hajj 1
Khaled Shaban 1
Norman Delisle 1
Stan Lanning 1
Luca Cagliero 1
Qifan Wang 1
Yuexian Hou 1
Jongwook Kim 1
Eileen Trauth 1
Susanna Barber 1
Esa Auramaki 1
Kalle Lyytinen 1
Fernando Flores 1
Rodrick Megraw 1
Anatol Holt 1
Teruko Mitamura 1
Jeongwoo Ko 1
HweeHwa Pang 1
Francisco Lerch 1
Tomihisa Kamada 1
Chen Chang 1
Kwokkee Wei 1
Wei Chu 1
Long Jiang 1
Xiaoyong Du 1
Diane Strong 1
Franco Cardillo 1
Alejandro López-Ortíz 1
Di Jiang 1
Li Zhang 1
Jun Ma 1
Matthew Conway 1
Jonathan Hull 1
Cyrano Cabarrus 1
Ralf Jungclaus 1
Thomas White 1
Paul Hart 1
Deborah Estrin 1
Jock Mackinlay 1
George Robertson 1
Kangheng Wu 1
David Zeltzer 1
Kellogg Booth 1
Yunqi Sun 1
Jiandong Liang 1
Vincent Barnes 1
Alan Borning 1
Charu Aggarwal 1
Zhuogang Li 1
Beverly Yang 1
Sriram Raghavan 1
Ruizhang Huang 1
Shingkit Chan 1
Bernd Stahl 1
Marina Jirotka 1
Qing Li 1
Jie Shao 1
Milad Shokouhi 1
Steven Hoi 1
Rafi Nachmias 1
David Elsweiler 1
Mark Baillie 1
Célia Dos Santos 1
Qiang Xue 1
Carole Hafner 1
Geoff Walsham 1
Jiajun Liu 1
Maria Hanrahan 1
Vance Waddle 1
Calvin Gotlieb 1
Jennifer Eberhardt 1
Dan Moldovan 1
Tsongli Wang 1
Oren Etzioni 1
Fabio Salice 1
Hsijian Lee 1
John Lafferty 1
Uffe Wiil 1
ShiHuo Chang 1
Philip Wu 1
Mary Rosson 1
Kazem Taghva 1
Jonathan Cohen 1
Timo Raita 1
Sebastiano Vigna 1
John Guiver 1
Salvatore Garruzzo 1
Michael Stonebraker 1
Paulo Masiero 1
Marcelo Turine 1
Vasilis Delis 1
Diego Puppin 1
Frederik Transier 1
Matteo Dell'Amico 1
Licia Capra 1
Sholom Weiss 1
Thomas Lynam 1
Woojin Paik 1
Wendy Lehnert 1
Peter Sander 1
Andreas Oberweis 1
Moshe Zloof 1
Polly Brown 1
Starr Hiltz 1
Alberto Costa 1
Nima Asadi 1
Ben He 1
Kira Radinsky 1
Manuel Pérez-Quiñones 1
Ruth Beyth-Marom 1
Michael Bernstein 1
Layne Watson 1
CheukHang Ng 1
Bradley Miller 1
Gang Qian 1
Bozena Thompson 1
Frederick Thompson 1
Mengchang Chen 1
Raymond Lorie 1
Yanzheng Wei 1
Marimuthu Palaniswami 1
John Lusth 1
J Kelley 1
Gary Sockut 1
Joel Remde 1
Dennis Egan 1
Jianping Fan 1
Rodrigo Botafogo 1
Dennis Shasha 1
Joan Morrissey 1
Sara Morsy 1
Hamish McAlpine 1
Michael Begeman 1
Elena Ferrari 1
Daniel Schwabe 1
Chris Buckley 1
John Smith 1
Sharon Greene 1
Devika Subramanian 1
Yusheng Lai 1
H Hartson 1
Eileen Abels 1
Michael Salisbury 1
Karin Petersen 1
Calvin Lue 1
Jian Ma 1
Joseph Kalash 1
Kalina Bontcheva 1
Cheng Niu 1
Sen Zhang 1
Dave Straube 1
Yariv Aridor 1
Nicola Ferro 1
ChengSeen Ho 1
Frank Walker 1
Javed Mostafa 1
Xiaofeng Zhu 1
Hweetou Ng 1
Sadegh Kharazmi 1
Huanbo Luan 1
Tom Bruns 1
Stéphane Bressan 1
Chris Fox 1
Feza Baskaya 1
David Peleg 1
Mark Weal 1
Wendy Hall 1
Jinhan Kim 1
Jordi Turmo 1
Andrea Tagarelli 1
Simon King 1
Anne Loomis 1
Bernard Haan 1
Snehasis Mukhopadhyay 1
Derek Oppen 1
Stephen Pollock 1
Sten Andler 1
Philip Smith 1
Roberto Maiocchi 1
Hongfei Yan 1
Shengqing Hu 1
Mengren Qian 1
Christina Lioma 1
Manuel Gomez-Rodriguez 1
Nan Du 1
Manlung Yiu 1
Karthik Raman 1
Shiyang Lu 1
Mehrdad Mahdavi 1
Mehrnoush Shamsfard 1
Yizhou Sun 1
Bradley Skaggs 1
Anders Bjornerstedt 1
Maarten Marx 1
Clement Yu 1
Andrea Esuli 1
Chengyu Hsieh 1
Carl Hewitt 1
Hari Sundaram 1
Peter Sanders 1
Richard Scamell 1
W Wilbur 1
Chidanand Apté 1
Changqing Zhou 1
Elizabeth Liddy 1
Waiman Cheung 1
Jialie Shen 1
Tamer Özsu 1
Jari Alasuvanto 1
Karl Mueller 1
Krishna Bharat 1
Zhiqiang Toh 1
Khechai Sim 1
Jie Lu 1
David Vallet 1
Barry Smyth 1
Chinhui Lee 1
Stuart Madnick 1
Udo Kruschwitz 1
Miamaria Saastamoinen 1
Kaiqi Zhao 1
Zongyang Ma 1
Prasenjit Majumder 1
David Millard 1
Goffredo Haus 1
Alberto Pinto 1
Sanghoon Lee 1
Gianni Costa 1
Hao Chen 1
Shlomo Moran 1
Holger Meuss 1
Yisong Yue 1
Mark Ackerman 1
Saturnino Luz 1
Jun Xu 1
Hang Li 1
Dong Wang 1
Murugappan Palaniappan 1
Raymond McCall 1
Frank Shipman 1
Elihu Gerson 1
Robert Mack 1
Aditya Pal 1
Franklin Harper 1
Ulrich Pfeifer 1
Riccardo Miotto 1
Seunghoon Na 1
Keunho Ryu 1
Hongtai Chou 1
David Maier 1
Cary Buchman 1
Ronald Lee 1
David Grossman 1
Akinori Yonezawa 1
Jonathan Gibbons 1
Keld Bødker 1
Richard Watson 1
Lihong Li 1
Gaewon You 1
Youngin Song 1
Zaiqing Nie 1
Steven Miller 1
Venkat Rangan 1
Christopher Fry 1
Hongyuan Zha 1
Long Guo 1
Michael Littman 1
Bernard Jansen 1
Shazia Sadiq 1
Yongxin Tong 1
Shiwan Zhao 1
Zhumin Chen 1
Franco Nardini 1
Zhiping Gu 1
Gunter Saake 1
Mark Mydland 1
Anders Mørch 1
Vasileios Hatzivassiloglou 1
Christopher Shaw 1
Ulla Merz 1
Sergey Melnik 1
Helene Hembrooke 1
Hang Cui 1
Mihai Lupu 1
Wenhui Zhang 1
Jaime Arguello 1
Luca Aiello 1
Katsumi Tanaka 1
Hazem Hajj 1
David Rosenblitt 1
Mayer Schwartz 1
Gregg Foster 1
Xiaozhao Zhao 1
J Rames 1
Daniel Lemire 1
Ling Chen 1
Xiaofang Zhou 1
Luca Becchetti 1
Tiejun Huang 1
Casper Petersen 1
Ling Chen 1
George Awad 1
Wessel Kraaij 1
George Karypis 1
Mukund Deshpande 1
Miro Lehtonen 1
Mansaint Yuen 1
Gergely Korodi 1
Shahana Sen 1
Shengyang Li 1
Hamideh Afsarmanesh 1
Jon Kleinberg 1
Minghao Piao 1
Olivier Van Laere 1
Christopher Jones 1
E Fiume 1
Mark Hornick 1
Alan Purdy 1
Edward Sciore 1
Diklun Lee 1
Ralf Güting 1
Margrethe Olson 1
Daniel Berry 1
Carolyn Stanley 1
Michael Graves 1
Jinsoo Park 1
Alan Biermann 1
Norbert Janssen 1
Yeyi Wang 1
Mstislav Maslennikov 1
Yimin Wei 1
Hongjun Lu 1
Aldong Zhang 1
Hiroshi Kuribayashi 1
Yannis Vassiliou 1
Jørgen Bansler 1
Richard Taylor 1
Siddharth Kaza 1
Shima Gerani 1
F Campagnoni 1
John Limb 1
John Shepherd 1
Noa Gradovitch 1
Max Van Kleek 1
Timothy Hoad 1
Jie Han 1
Jing Bai 1
Gerald Karam 1
Ravi Krishnamurthy 1
Thomas Landauer 1
Louis Gomez 1
Joanne Claussen 1
Yannis Drougas 1
Debra Gash 1
Mark Weiser 1
Mehran Sahami 1
Amjad Daoud 1
Lenwood Heath 1
Manuel De Buenaga 1
Lise Getoor 1
L Leung 1
Deborah Hix 1
Dario Lucarella 1
Engin Demir 1
Peter Schwarz 1
Anthony Tomasic 1
José San Pedro 1
Tim Pohle 1
Peter Schäuble 1
Murray Mazer 1
Shimon Schocken 1
Elisa Quintarelli 1
Xiaofeng Guan 1
Kuochu Lee 1
Author index 1
Shaul Markovitch 1
Bo Yang 1
Xiansheng HUA 1
Il Im 1
Walid Magdy 1
Marianne Storrøsten 1
Yangchang Hong 1
Robert Nicholson 1
M Rashidian 1
Helen Nissenbaum 1
Jun Miao 1
Sheng Gao 1
Shiqiang Yang 1
Yi Fang 1
Caroline Eastman 1
Nathan Griffiths 1
Jia Chen 1
Qin Jin 1
Shenghua Bao 1
Jari Veijalainen 1
Robert DeLine 1
Sargur Srihari 1
Rajiv Choudhary 1
Celia Romm 1
Michael Novak 1
Liang Hu 1
Longbing Cao 1
Roger Ehrich 1
Rong Pan 1
Won Kim 1
Stephen Weyer 1
Zonghuan Wu 1
Joyce Chai 1
Patrick Gallinari 1
Symeon Papadopoulos 1
Pasquale Lops 1
Chenyi Zhang 1
Adam Jatowt 1
Roula Hobeica 1
Mike Graf 1
Gail Rein 1
Quentin Jones 1
Bin Gao 1
Wenjie Li 1
Milad Shokouhi 1
Jianke Zhu 1
Marcos Gonçalves 1
Kai Groβjohann 1
Kacheung Sia 1
Sara Cohen 1
Kurt Godden 1
Carol Friedman 1
Josiane Salaun 1
Art Ammann 1
Paula Sweeney 1
Kyuyoung Whang 1
Tora Bikson 1
Kenneth Utting 1
Carol Lochbaum 1
Min Zhang 1
Mihai Surdeanu 1
Chunhung Cheng 1
Satya Rachakonda 1
Catherine Plaisant 1
Ying Lu 1
Michael Cole 1
Sanna Kumpulainen 1
Michael Chau 1
Elad Yom-Tov 1
Klaus Schulz 1
Francisco Claude 1
Ángeles Places 1
Ben Carterette 1
Weigang Wang 1
Michal Rosen-Zvi 1
Chaitanya Chemudugunta 1
Muhammad Ibrahim 1
Yogen Dalal 1
Kaveh Pahlavan 1
Robert Neches 1
Fiana Raiber 1
Xin Cao 1
Zhengjun Zha 1
Stephanie Haas 1
Stefano Leonardi 1
Piotr Sankowski 1
Taklam Wong 1
Sicong Zhang 1
Jiancong Tong 1
Parvaz Mahdabi 1
Zhongzhi Shi 1
Lars Söderlund 1
Matts Ahlsen 1
Pierre Genevès 1
Nabil Layaïda 1
Katja Hofmann 1
Mary Culnan 1
Nevenka Dimitrova 1
Dick Bulterman 1
Alan Katz 1
Joyce Reynolds 1
Gregory Finn 1
Jonathan Postel 1
Melody Ivory 1
Kermit Gilbert 1
Linda Fineman 1
Arno Peels 1
Xiao Li 1
Ernesto Damiani 1
Trystan Upstill 1
Gondy Leroy 1
Pierre Dupont 1
Christine Kincaid 1
Cody Kwok 1
Clarence Ellis 1
Ben Hicks 1
Carol Justus 1
Mark Dunlop 1
Udi Manber 1
John Vlissides 1
Manuel Maña-López 1
Thomas Rölleke 1
Steven Smith 1
Andrew Webb 1
Blake Dworaczyk 1
Juifeng Yeh 1
James Thornton 1
Hal Berghel 1
Antonella Zanzi 1
Daniel Robey 1
Laura Haas 1
Srinandan Dasmahapatra 1
M Scerbo 1
Robert Allen 1
Douglas Brotz 1
Gary Nutt 1
Maria De Oliveira 1
Dashiell Kolbe 1
Diane Kelly 1
Munmun De Choudhury 1
Ajita John 1
Eyal Krikon 1
Charles Paddock 1
Yiming Yang 1
Yiyu Yao 1
S Wong 1
Airi Salminen 1
Tomás Isakowitz 1
João Magalhães 1
Stefan Rüger 1
Samuel Huston 1
W Croft 1
Hui Fang 1
Eero Eloranta 1
Finley Lacatusu 1
Satoshi Matsuoka 1
Shin Takahashi 1
Jun He 1
Venkat Gudivada 1
Ramesh Choudhari 1
Eddy Maddalena 1
Jie Shao 1
Allison Powell 1
Victor Sanchez 1
Prasun Dewan 1
Jian Cao 1
Thomas Mastaglio 1
Richard Chimera 1
Tuomas Talvensaari 1
Georges Dupret 1
Laura Granka 1
Geri Gay 1
Vadims Krivcovs 1
Adam Edwards 1
My Thai 1
Sadok Yahia 1
Eva Jaho 1
Carlos Castillo 1
D Rama 1
Ningnan Zhou 1
Irene Greif 1
Daniel Bobrow 1
Julia Mayer 1
Qing Cui 1
Hanjun Dai 1
Alessandro Fiori 1
Xiaojun Quan 1
Stuart Weibel 1
Iadh Ounis 1
Terri Hedgpeth 1
Maria Sapino 1
Kianlee Tan 1
Deborah Barreau 1
Chengqi Zhang 1
Bruno De Araujo 1
Jonathan Slocum 1
Guirong Xue 1
Robert Schumaker 1
Cornelis Van Rijsbergen 1
Marc Bron 1
Bruce Ballard 1
James Farber 1
David Vallet 1
Chris Horner 1
Harvey Brightman 1
Roi Blanco 1
Guangquan Zhang 1
Fei Cai 1
Alan Smeaton 1
Hongbin Dai 1
Ling Liu 1
M Albakour 1
Rachel Matichin 1
Gobinda Kole 1
Eduardo Rodríguez 1
Olivier Chapelle 1
Rifat Ozcan 1
Ian Witten 1
Dianne O'Leary 1
Ravichander Vipperla 1
Raphael Troncy 1
Andrew Whitsitt 1
Tomas Saulys 1
Michael Schrefl 1
Eugene Guglielmo 1
Steven Kimbrough 1
Michal Fapšo 1
František Grézl 1
Giampio Bracchi 1
Rudy Hirschheim 1
Mark Guttenbrunner 1
Nicola Orio 1
Steven Shute 1
Beb Galdes 1
Douglas Metzler 1
Scott Deerwester 1
Peter Bollmann 1
Federico Barbic 1
Aris Anagnostopoulos 1
Aleksandr Chuklin 1
Anne Schuth 1
Ke Zhou 1
Le Song 1
Bernhard Schölkopf 1
Ping Li 1
Shuguang Han 1
Eric Lo 1
Kevyn Collins-Thompson 1
Tomchao Zhou 1
Susan Ehrlich 1
Guy Hochgesang 1
James Donahue 1
Elizabeth Chang 1
Sara Comai 1
George Herman 1
O Wu 1
George Karypis 1
Neill Kipp 1
Marko Rodriguez 1
Fabio Schreiber 1
William Bennett 1
Mark Linton 1
José Gómez Hidalgo 1
Aleksander Kołcz 1
Chunghsien Wu 1
Patrick Martin 1
Allen Condit 1
Arab Salem 1
Peter Knees 1
Xin Yan 1
Xue Li 1
David Dupplaw 1
Nadene Lynn 1
Antonin Guttman 1
Brigitte Bigi 1
Hsiaowuen Hon 1
Xin Fu 1
Alexandra Poulovassilis 1
Mark Levene 1
Pamela Ludford 1
Rosie Jones 1
Yiliang Zhao 1
Alex Borgida 1
Hao Ma 1
Bingjun Sun 1
Ari Pirkola 1
Debby Hindus 1
John Cookson 1
Hyowon Lee 1
Zheng Ye 1
Jianying Wang 1
Ornan Gerstel 1
Xiao Fang 1
Kalyankumar Datta 1
Riccardo Ortale 1
Margaret Connell 1
Andreas Broschart 1
Richong Zhang 1
Paul Over 1
Lise Getoor 1
Thomas Hofmann 1
Zan Huang 1
Börkur Sigurbjörnsson 1
Scott Stevens 1
Stephen Robertson 1
Hyoungjoo Kim 1
Bernard Hauzeur 1
Forouzan Golshani 1
Jakob Gonczarowski 1
Erkki Lehitnen 1
TeckTim Tan 1
Veronica Falcao 1
Taesup Moon 1
Yingqin Gu 1
Gerald Barber 1
Andrew Bailey 1
Robert Purvy 1
Richard Connor 1
Andrew Turpin 1
Liqiang Nie 1
Roberto Konow 1
Beitao Li 1
Peter Turney 1
Alasdair Thomason 1
Zhong Su 1
Shanshan Huang 1
Nava Pliskin 1
DikKun Lee 1
Kuldeep Karnawat 1
Ken McGarry 1
Jing Jiang 1
David Sturman 1
Martti Juhola 1
Alda Gançarski 1
Sylvia Sheppard 1
Ke Wang 1
Sunil Sarin 1
Peter Sassone 1
Lorraine Normore 1
Richard Entlich 1
Steve Whittaker 1
Mc Schraefel 1
David Bodoff 1
Mohamed Sarwat 1
Xindong Wu 1
Abdul Shariff 1
Venkataraman Ramesh 1
Peter Hibbard 1
Mark Steyvers 1
Sergio Greco 1
Pertti Vakkari 1
Quan Wang 1
Nicholas Evans 1
James Coombs 1
Susan Star 1
Jan Cernocku 1
Robert, Benjamin 1
Peter Lyngbæk 1
Almer Tigelaar 1
Gad Markovits 1
Gwang Jung 1
Gabriela Csurka 1
Stéphane Clinchant 1
Hsinchun Chen 1
Daqing He 1
Dongyi Guan 1
Jianguo Wang 1
Xiaoguang Liu 1
Ana Cerdeira-Pena 1
Christer Hulten 1
Gabriella Kazai 1
Monica Sleumer 1
Fabrizio Sebastiani 1
James Davison 1
Christian Jensen 1
Yuanhua Lv 1
Shimon Whiteson 1
Jay Banerjee 1
Bruce Schuchardt 1
A Pathria 1
Lawrence Lefkowitz 1
Bradley Hartfield 1
Terry Winograd 1
Ronen Brafman 1
Bruno Pôssas 1
Wagner Meira 1
José Paramá 1
Gary Katzenstein 1
Mary McCabe 1
Yutaka Kataoka 1
Paolo Ciaccia 1
Mário Nascimento 1
Xuanhui Wang 1
Daniel McDonald 1
Herbert Van De Sompel 1
Christos Tryfonopoulos 1
Luc Moreau 1
Petros Venetis 1
Krisztian Balog 1
Al Khorasani 1
Kuantsae Huang 1
Andrew Clement 1
Ilmério Silva 1
Ehud Rivlin 1
Jun Wang 1
Aqil Azmi 1
Nouf Alshenaifi 1
Ralph Palmer 1
Jeff Conklin 1
Ahmed Elmagarmid 1
Carolyn Watters 1
Shamim Mohamed 1
Elena Zheleva 1
Liangchih Yu 1
Andrew Trotman 1
W Edwards 1
Paul Dourish 1
Markus Schedl 1
Gerhard Widmer 1
Bo Hu 1
Ming Zhou 1
Michael Bendersky 1
Einat Minkov 1
Peter Nürnberg 1
Christopher Chute 1
Henry Lucas, 1
QingPing Tan 1
Bo Hu 1
Shashi Shekhar 1
Alberto Belussi 1
Edmund Yu 1
Qi Liu 1
Victor Mak 1
Daniel Ford 1
Cheng Hsu 1
Paul Resnick 1
Shichao Zhang 1
George Thoma 1
Andreas Paepcke 1
Emmet Whitehead 1
Tianjun Fu 1
Jingjing Zhang 1
Randolph McAfee 1
Andrew Whinston 1
Paul Klose 1
Yiqun Liu 1
Chao Wang 1
Shaoping Ma 1
Weiqing Wang 1
Yuanfeng Song 1
Randy Pausch 1
Domenico Dato 1
Dingyu Yang 1
Cristina Sernadas 1
Robert Jacob 1
Jeffreyjunfeng Pan 1
Chihfong Tsai 1
Hong Yu 1
Kevin Arthur 1
Colin Ware 1
Shumin Zhai 1
Stephen Wong 1
Chen Zhang 1
Bing Pan 1
Huiling Zhang 1
Xiang Li 1
Shan Wang 1
Edward Chang 1
Piero Molino 1
Yating Zhang 1
Ahmad Al-Sallab 1
Kenneth Grant 1
Siyu Qiu 1
Su Yan 1
Liu Wenyin 1
Michael Lesk 1
Rodrygo Santos 1
Dawei Song 1
Alex Bocharov 1
Gabriele Tolomei 1
Kasim Candan 1
Mehmet Dönderler 1
Tiziano Fagni 1
Samuel Epstein 1
Chienchin Chen 1
Mingsyan Chen 1
Álvaro Barreiro 1
Quinzheng Kong 1
Xiangfeng Luo 1
Kejia Chen 1
Peng Cui 1
Khoa Doan 1
Azhar Alhindi 1
Nicholas Belkin 1
Aixin Sun 1
Christopher Bailey 1
Ettore Ritacco 1
Richard Sproat 1
Ron Sacks-Davis 1
Ralf Schenkel 1
Tamara Kolda 1
TeSon Kuo 1
Roger Dannenberg 1
G Blake 1
Scott Moore 1
Andreas Rauber 1
Jacques Savoy 1
Colette Rolland 1
Ida Mele 1
Yonghong Tian 1
Shoaib Jameel 1
Jian Zhang 1
Clarence, Ellis 1
David De Roure 1
Jaap Kamps 1
Viktor Prasanna 1
Dipasree Pal 1
Stephen Smith 1
Tiancheng Lou 1
Zhaoyan Ming 1
Jiaul Paik 1
Yufei Tao 1
Ralf Keller 1
M Papa 1
Liqun Ruan 1
Jiangtao Cui 1

Affiliation Paper Counts
San Francisco State University 1
Enel 1
University of Hamburg 1
University of New South Wales 1
Universidad de Santiago de Compostela 1
Fairleigh Dickinson University 1
University of Pisa 1
University of Ottawa, Canada 1
University of Athens 1
University of Hawaii System 1
Masaryk University 1
University of Aarhus 1
The University of Georgia 1
Cisco Systems 1
University of Regina 1
Nortel Networks 1
University of Patras 1
University of California System 1
New University of Lisbon 1
University of Electro-Communications 1
Miami University Oxford 1
California State University 1
International Computer Science Institute 1
Ghent University 1
Institute of Computer Science Crete 1
University of Nairobi 1
Institute for Cancer Research and Treatment, Candiolo 1
Universidad Francisco Marroquin 1
University of Qatar 1
Adobe Systems Incorporated 1
National Security Agency 1
Ton-Duc-Thang University 1
Yahoo Research Barcelona 1
OMRON Corporation 1
Acxiom Corporation 1
Universite de Lyon 1
Philips Healthcare Nederland 1
Fuji Xerox Co., Ltd. 1
Chemical Abstracts Service 1
MITRE Corporation 1
Norwegian University of Science and Technology 1
College of Charleston 1
INRIA Institut National de Rechereche en Informatique et en Automatique 1
Oregon State University 1
Institute of Information Science Academia Sinica Taiwan 1
University of Warsaw 1
University of Hawaii at Manoa 1
Aston University 1
Sun Microsystems 1
Federal University of Uberlandia 1
University of Pavia 1
University of Brescia 1
Bentley College 1
Dalhousie University 1
Queen's University, Kingston 1
Radboud University Nijmegen 1
RWTH Aachen University 1
Yonsei University 1
De Montfort University 1
Tilburg University 1
University of Otago 1
Florida Atlantic University 1
University of South Carolina 1
Wright State University 1
George Mason University 1
University of Magdeburg 1
Memorial University of Newfoundland 1
University of Science and Technology of China 1
Chinese Academy of Sciences 1
Iona College 1
Hewlett-Packard Inc. 1
University of Liverpool 1
Jadavpur University 1
Universite Paris 1 Pantheon-Sorbonne 1
IBM, USA 1
Nokia Bell Labs 1
State University of New York College at Oneonta 1
University of Toledo 1
University of Greenwich 1
Aalborg University 1
Pace University 1
Open University of Israel 1
University of Connecticut 1
University of Bari 1
Industrial Technology Research Institute of Taiwan 1
National Institute of Standards and Technology 1
Universite Claude Bernard Lyon 1 1
Shanghai University 1
Oak Ridge National Laboratory 1
Roskilde University 1
University of Cincinnati 1
Rensselaer Polytechnic Institute 1
Nippon Telegraph and Telephone Corporation 1
Xidian University 1
University Michigan Ann Arbor 1
Swiss Federal Institute of Technology, Zurich 1
Lakehead University 1
Universidad de Vigo 1
Center For Research And Technology - Hellas 1
Nokia Corporation 1
American Chemical Society 1
Polytechnic Institute of Bari 1
Emerson College 1
University of Liege 1
Missouri Botanical Garden 1
Universite Pierre et Marie Curie 1
Florida State University 1
Instituto de Engenharia de Sistemas e Computadores Investigacao e Desenvolvimento em Lisboa 1
University of Neuchatel 1
University of Quebec System 1
Bar-Ilan University 1
Hefei University of Technology 1
University of Helsinki 1
University of Haifa 1
University of Victoria 1
Courant Institute of Mathematical Sciences 1
Princeton University 1
University of Manchester 1
Claremont Graduate University 1
Deutsche Telekom 1
Zhejiang University 1
Towson University 1
University of Waikato 1
Xuzhou Normal University 1
Chungbuk National University 1
Indian Institute of Technology, Kharagpur 1
University of Arkansas - Fayetteville 1
Instituto Superior Tecnico 1
University College Dublin 1
Korea University 1
Rice University 1
University of Insubria 1
Monterey Bay Aquarium Research Institute 1
Colby College 1
University of Houston 1
University of Pennsylvania 1
MIT Computer Science and Artificial Intelligence Laboratory 1
University of Koblenz-Landau 1
University of Turku 1
La Trobe University 1
Technical University in Braunschweig 1
Fujitsu Ltd. 1
National Chung Cheng University 1
Institute of Information Science and Technologies, Pisa 1
AT&T Laboratories Florham Park 1
Federal University of Mato Grosso do Sul 1
Colorado State University 1
University of Vermont 1
National Research Council Canada 1
University of Minnesota Duluth 1
Harvard University 1
University of Central Oklahoma 1
Cairo University 1
University of Newcastle, Australia 1
HP Labs 1
Dartmouth College 1
Queensland University of Technology 1
Ohio University Athens 1
University of Dublin, Trinity College 1
Technical University of Darmstadt 1
King's College London 1
University of Wollongong 1
Robert Gordon University 1
University of Turin 1
Fraunhofer Institute for Integrated Publication and Information Systems Institute 1
University of Windsor 1
Lehigh University 2
RAND Corporation 2
Queens College, City University of New York 2
University of Illinois 2
Mayo Clinic 2
Tel Aviv University 2
NASA Goddard Space Flight Center 2
University of Michigan-Dearborn 2
The University of Hong Kong 2
Hebrew University of Jerusalem 2
University of Sao Paulo 2
CNRS Centre National de la Recherche Scientifique 2
University of Maine 2
Tektronix Incorporated 2
CSIRO Mathematical and Information Sciences 2
Tampere University of Technology 2
GM Research Lab 2
Fudan University 2
Avaya Inc. 2
Santa Clara University 2
Worcester Polytechnic Institute 2
Center for Mathematics and Computer Science - Amsterdam 2
Technical University of Berlin 2
BBN Technologies 2
Open University 2
INRIA Rhone-Alpes 2
National Chiao Tung University Taiwan 2
King Saud University 2
University of Texas at Austin 2
University of Massachusetts System 2
Drexel University 2
National Cheng Kung University 2
University of Louisiana at Lafayette 2
Weizmann Institute of Science Israel 2
The University of North Carolina System 2
University of Wisconsin Milwaukee 2
University of Calabria 2
Xerox Research Centre Europe 2
University of Delaware 2
Waseda University 2
University of Iowa 2
University of Edinburgh 2
University of California, Los Angeles 2
University of Bologna 2
Universidad Europea de Madrid 2
Northeastern University 2
Ludwig Maximilian University of Munich 2
University of California, Santa Barbara 2
University of California, Riverside 2
University of Cambridge 2
Universite d'Avignon et des Pays du Vaucluse 2
California Institute of Technology 2
INRIA Rocquencourt 2
University of Sunderland 2
Shahid Beheshti University 2
Tunis-El Manar University, Faculty of Science 2
Max Planck Institute for Informatics 3
University of Essex 3
University of Electronic Science and Technology of China 3
Los Alamos National Laboratory 3
Google Inc. 3
University of Mannheim 3
The University of North Carolina at Charlotte 3
Universitat Politecnica de Catalunya 3
Australian National University 3
University of Kansas 3
University of Texas at Dallas 3
University of Montreal 3
Kyoto University 3
Georgia State University 3
Beihang University 3
University of Duisburg-Essen 3
Academia Sinica Taiwan 3
Carleton University 3
The Education University of Hong Kong 3
Vienna University of Technology 3
Southwest University of Finance and Economics China 3
Tianjin University 3
Monash University 3
University of Reggio Calabria 3
Indiana University 3
Queen Mary, University of London 3
University College London 3
New Jersey Institute of Technology 3
Georgetown University 3
Dublin City University 3
University of Sydney 3
University of Udine 3
Universidad Autonoma de Madrid 3
University of Oxford 3
Ben-Gurion University of the Negev 3
University of Illinois at Chicago 3
University of Miami 3
University of Bath 3
Syracuse University 3
University of California, San Diego 3
University of Nevada, Las Vegas 3
Pontifical Catholic University of Rio de Janeiro 3
Naval Postgraduate School 3
Nanjing University 3
National Center for Biotechnology Information 3
Aalto University 3
Federal University of Amazonas 4
University of Geneva 4
National Taiwan University 4
Delft University of Technology 4
Ca' Foscari University of Venice 4
University of Florida 4
Boston University 4
Binghamton University State University of New York 4
The University of Warwick 4
Karlsruhe Institute of Technology, Campus South 4
EURECOM Ecole d'Ingenieurs & Centre de Recherche en Systemes de Communication 4
Columbia University 4
University of Copenhagen 4
Shandong University 4
York University Canada 4
Fondazione Ugo Bordoni 4
American University of Beirut 4
Microsoft Research Cambridge 4
University of Illinois at Urbana-Champaign 5
University of Sheffield 5
University of Minnesota System 5
The University of British Columbia 5
The University of Western Ontario 5
Polytechnic Institute of Turin 5
Brno University of Technology 5
City University of Hong Kong 5
University of Southern California, Information Sciences Institute 5
University of Pittsburgh 5
Nankai University 5
Simon Fraser University 5
Xerox Corporation 5
University of Strathclyde 5
University of Utah 5
IBM Haifa Labs 5
Pohang University of Science and Technology 5
University of Roma La Sapienza 5
University of Lugano 6
Duke University 6
Brown University 6
University of Twente 6
Sun Yat-Sen University 6
National Chiayi University 6
Johannes Kepler University Linz 6
University of Freiburg 6
University of Chicago 6
University of Alberta 6
University at Buffalo, State University of New York 6
University of Jyvaskyla 6
University of Padua 7
National Library of Medicine 7
Ohio State University 7
University of California, Irvine 7
Purdue University 7
Bilkent University 7
University of Washington, Seattle 7
University of Virginia 7
University of California, Berkeley 7
University of Dortmund 7
Institute for Infocomm Research, A-Star, Singapore 8
IBM Almaden Research Center 8
Singapore Management University 8
Italian National Research Council 8
Cardiff University 8
Rutgers, The State University of New Jersey 8
Universidad de Chile 9
Georgia Institute of Technology 9
Federal University of Minas Gerais 9
Michigan State University 9
Illinois Institute of Technology 10
Arizona State University 10
Hong Kong Polytechnic University 10
Indian Statistical Institute, Kolkata 10
Shanghai Jiaotong University 10
The University of North Carolina at Chapel Hill 10
University of Milan 10
Pennsylvania State University 11
Nanyang Technological University 11
New York University 11
Universidad de A Coruna 11
University of Technology Sydney 11
Hong Kong University of Science and Technology 12
Renmin University of China 12
Microsoft Corporation 12
Cornell University 13
Texas A and M University 13
Telcordia Technologies, Inc. 13
Virginia Tech 13
University of Melbourne 14
Microsoft Research Asia 14
University of Colorado at Boulder 15
University of Amsterdam 15
Tsinghua University 15
Carnegie Mellon University 15
University of Southern California 15
University of Toronto 16
University of Glasgow 17
University of Minnesota Twin Cities 17
Istituto di Scienza e Tecnologie dell'Informazione A. Faedo 17
University of Waterloo 18
University of Southampton 18
Yahoo Research Labs 18
Peking University 19
Microelectronics Computer Technology Corporation 20
Technion - Israel Institute of Technology 20
Politecnico di Milano 20
Stanford University 22
University of Tampere 23
Microsoft Research 23
RMIT University 24
University of Massachusetts Amherst 24
Massachusetts Institute of Technology 24
Palo Alto Research Center Incorporated 24
Chinese University of Hong Kong 25
University of Queensland 26
University of Arizona 28
National University of Singapore 28
IBM Thomas J. Watson Research Center 33
University of Maryland 34

ACM Transactions on Information Systems (TOIS)
Archive


2017
Volume 35 Issue 3, January 2017  Issue-in-Progress

2016
Volume 35 Issue 2, December 2016
Volume 35 Issue 1, October 2016
Volume 34 Issue 4, September 2016
Volume 34 Issue 3, May 2016 Special Issue on Trust and Veracity of Information in Social Media
Volume 34 Issue 2, April 2016

2015
Volume 34 Issue 1, October 2015
Volume 33 Issue 4, May 2015
Volume 33 Issue 3, March 2015
Volume 33 Issue 2, February 2015
Volume 33 Issue 1, March 2015 Special Issue on Contextual Search and Recommendation

2014
Volume 32 Issue 4, October 2014
Volume 32 Issue 3, June 2014
Volume 32 Issue 2, April 2014
Volume 32 Issue 1, January 2014

2013
Volume 31 Issue 4, November 2013
Volume 31 Issue 3, July 2013
Volume 31 Issue 2, May 2013
Volume 31 Issue 1, January 2013

2012
Volume 30 Issue 4, November 2012
Volume 30 Issue 3, August 2012
Volume 30 Issue 2, May 2012
Volume 30 Issue 1, February 2012

2011
Volume 29 Issue 4, December 2011
Volume 29 Issue 3, July 2011
Volume 29 Issue 2, April 2011

2010
Volume 29 Issue 1, December 2010
Volume 28 Issue 4, November 2010
Volume 28 Issue 3, June 2010
Volume 28 Issue 2, May 2010
Volume 28 Issue 1, January 2010

2009
Volume 27 Issue 4, November 2009
Volume 27 Issue 3, May 2009
Volume 27 Issue 2, February 2009

2008
Volume 27 Issue 1, December 2008
Volume 26 Issue 4, September 2008
Volume 26 Issue 3, June 2008
Volume 26 Issue 2, March 2008

2007
Volume 26 Issue 1, November 2007
Volume 25 Issue 4, October 2007
Volume 25 Issue 3, July 2007
Volume 25 Issue 2, April 2007
Volume 25 Issue 1, February 2007

2006
Volume 24 Issue 4, October 2006
Volume 24 Issue 3, July 2006
Volume 24 Issue 2, April 2006
Volume 24 Issue 1, January 2006

2005
Volume 23 Issue 4, October 2005
Volume 23 Issue 3, July 2005
Volume 23 Issue 2, April 2005
Volume 23 Issue 1, January 2005

2004
Volume 22 Issue 4, October 2004
Volume 22 Issue 3, July 2004
Volume 22 Issue 2, April 2004
Volume 22 Issue 1, January 2004

2003
Volume 21 Issue 4, October 2003
Volume 21 Issue 3, July 2003
Volume 21 Issue 2, April 2003
Volume 21 Issue 1, January 2003

2002
Volume 20 Issue 4, October 2002
Volume 20 Issue 3, July 2002
Volume 20 Issue 2, April 2002
Volume 20 Issue 1, January 2002

2001
Volume 19 Issue 4, October 2001
Volume 19 Issue 3, July 2001
Volume 19 Issue 2, April 2001
Volume 19 Issue 1, Jan. 2001

2000
Volume 18 Issue 4, Oct. 2000
Volume 18 Issue 3, July 2000
Volume 18 Issue 2, April 2000
Volume 18 Issue 1, Jan. 2000

1999
Volume 17 Issue 4, Oct. 1999
Volume 17 Issue 3, July 1999
Volume 17 Issue 2, April 1999
Volume 17 Issue 1, Jan. 1999

1998
Volume 16 Issue 4, Oct. 1998
Volume 16 Issue 3, July 1998
Volume 16 Issue 2, April 1998
Volume 16 Issue 1, Jan. 1998

1997
Volume 15 Issue 4, Oct. 1997
Volume 15 Issue 3, July 1997
Volume 15 Issue 2, April 1997
Volume 15 Issue 1, Jan. 1997

1996
Volume 14 Issue 4, Oct. 1996
Volume 14 Issue 3, July 1996
Volume 14 Issue 2, April 1996
Volume 14 Issue 1, Jan. 1996

1995
Volume 13 Issue 4, Oct. 1995 Special issue on video information retrieval
Volume 13 Issue 3, July 1995
Volume 13 Issue 2, April 1995
Volume 13 Issue 1, Jan. 1995

1994
Volume 12 Issue 4, Oct. 1994
Volume 12 Issue 3, July 1994
Volume 12 Issue 2, April 1994 Special issue on social science perspectives on IS
Volume 12 Issue 1, Jan. 1994

1993
Volume 11 Issue 4, Oct. 1993
Volume 11 Issue 3, July 1993
Volume 11 Issue 2, April 1993
Volume 11 Issue 1, Jan. 1993

1992
Volume 10 Issue 4, Oct. 1992 Special issue on user interface software and technology
Volume 10 Issue 3, July 1992
Volume 10 Issue 2, April 1992
Volume 10 Issue 1, Jan. 1992

1991
Volume 9 Issue 4, Oct. 1991
Volume 9 Issue 3, July 1991 Special issue on research and development in information retrieval
Volume 9 Issue 2, April 1991 Special issue on computer—human interaction
Volume 9 Issue 1, Jan. 1991

1990
Volume 8 Issue 4, Oct. 1990
Volume 8 Issue 3, July 1990
Volume 8 Issue 2, Apr. 1990
Volume 8 Issue 1, Jan. 1990

1989
Volume 7 Issue 4, Oct. 1989
Volume 7 Issue 3, July 1989
Volume 7 Issue 2, April 1989
Volume 7 Issue 1, Jan. 1989

1988
Volume 6 Issue 4, Oct. 1988
Volume 6 Issue 3, July 1988
Volume 6 Issue 2, April 1988
Volume 6 Issue 1, Jan. 1988

1987
Volume 5 Issue 4, Oct. 1987
Volume 5 Issue 3, July 1987
Volume 5 Issue 2, April 1987
Volume 5 Issue 1, Jan. 1987

1986
Volume 4 Issue 4, Oct. 1986
Volume 4 Issue 3, July 1986 Special issue: selected papers from the conference on office information systems
Volume 4 Issue 2, April 1986
Volume 4 Issue 1, Jan. 1986

1985
Volume 3 Issue 4, Oct. 1985
Volume 3 Issue 3, July 1985
Volume 3 Issue 2, April 1985
Volume 3 Issue 1, Jan. 1985

1984
Volume 2 Issue 4, Oct. 1984
Volume 2 Issue 3, July 1984
Volume 2 Issue 2, April 1984
Volume 2 Issue 1, Jan. 1984

1983
Volume 1 Issue 4, Oct. 1983
Volume 1 Issue 3, July 1983
Volume 1 Issue 2, April 1983
Volume 1 Issue 1, Jan. 1983
 
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