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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)

NEWS

 

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.

New options for ACM authors to manage rights and permissions for their work

 

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
Re-finding Behaviour in Vertical Domains

We differentiate and model user re-finding behavior within different media and topic domains that are related to the domains of vertical search engines (e.g. images, news, reference material, and movies). We distinguish the re-finding behavior from general search, and engineer features that are effective in differentiating re-finding across the domains. The features are then used to build machine learned models. While the accuracy of detection is 85.7%, compared with 97.5% when examining re-finding from general search tasks, to the best of our knowledge such an examination of vertical re-finding has not been tried before. We attempt to differentiate re-finding behavior when the history of a searchers interactions are not available. In this scenario we achieve an average accuracy of 77.5% across the domains. We also examine early detection of re-finding during a searchers session. Finally, we investigate in which types of domains is re-finding most difficult. Here, it would appear that re-finding images is particularly challenging for users. This research has implications for search engine design, in terms of adapting search results by predicting the type of user tasks and enabling the presentation of vertical-specific results when re-finding is identified.

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.

Collaborative Intent Nowcasting with Real-Time Data Flow

Intelligent personal assistants on mobile devices such as Apple's Siri and Microsoft Cortana are increasingly important. Instead of passively reacting to queries, they provide users with brand new proactive experiences, which aim to offer the right information at the right time. It is, therefore, crucial for personal assistants to understand users' intent, i.e., what information users need now. Intent is closely related to context. Various contextual signals, including spatio-temporal information and users' activities, can signify users' intent. It is, however, challenging to model the correlation between intent and context. Intent and context are highly dynamic and often sequentially correlated. Contextual signals are usually sparse, heterogeneous, and not simultaneously available. We propose an innovative collaborative nowcasting model to jointly address all these issues. The model effectively addresses the complex sequential and concurring correlation between context and intent, and recognizes users' real-time intent with continuously arrived contextual signals. We extensively evaluate the proposed model with real-world data sets from a commercial personal assistant. The results validate the effectiveness the proposed model, and demonstrate its capability of handling the real-time flow of contextual signals. The studied problem and model also provide inspiring implications for new paradigms of recommendation on mobile intelligent devices.

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.

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.

A Neural Network Approach to Joint Modeling Social Networks and Mobile Trajectories

The accelerated growth of mobile trajectories in location-based services brings valuable data resources to understand users' moving behaviors. Apart from recording the trajectory data, another major characteristic of these location-based services is that they also allow the users to connect whomever they like. A combination of social networking and location-based services is called as location-based social networks (LBSN). In order to better analyze and mine LBSN data, we present a novel neural network model which can joint model both social networks and mobile trajectories. We adopt a network embedding method for the construction of social networks. The key of our model lies in the component of modeling mobile trajectories. We have considered four factors that influence the generation process of mobile trajectories, namely user visit preference, influence of friends, short-term and long-term sequential contexts. To characterize the last two contexts, we employ the RNN and GRU models to capture the sequential relatedness in mobile trajectories at different levels. Finally, the two components are tied by sharing the user network representations. Experimental results on two important applications demonstrate the effectiveness of our model. Especially, the improvement over baselines is more significant when either network structure or trajectory data is sparse.

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.

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.

GVoS: A General System for Near-Duplicate Video Related Applications on Storm

The exponential increase of online videos greatly enriches users' life, but also brings about huge numbers of near-duplicate videos (NDVs) that seriously challenge video web sites. Video web sites need NDV related applications such as copyright violation detection, video monitoring, video re-ranking and video recommendation. Since these applications adopt different processing procedures and detailed algorithms, constructing separate special-purpose systems for them demands considerable costs on design, implementation and maintenance. In this paper, we propose GVoS--a general NDV system built on Storm, a popular distributed realtime stream processing platform, to simultaneously support a wide variety of video applications. The generality of GVoS is achieved by extracting reusable components from various applications, and the communication between components is achieved by a mechanism called Stream Shared Message (SSM) that contains video related data. Further, we present an algorithm to reduce the size of SSM in order to avoid data explosion and decrease transfer latency. Experimental results demonstrate that GVoS can achieve performance almost the same as the customized systems. Meanwhile, GVoS accomplishes remarkably higher component reusability and facilitates efficient developments of various video processing applications.

Bibliometrics

Publication Years 1983-2017
Publication Count 653
Citation Count 20439
Available for Download 653
Downloads (6 weeks) 4247
Downloads (12 Months) 36341
Downloads (cumulative) 735332
Average downloads per article 1126
Average citations per article 31
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
Mark Sanderson 3
Jianyun Nie 3
Dawei Song 3
Luis Gravano 3
Elisa Bertino 3
Abdur Chowdhury 3
Joseph Konstan 3
Liqiang Nie 3
Amihai Motro 3
Alexander Tuzhilin 3
Kumyew Lai 3
Hongzhi Yin 3
Heikki Keskustalo 3
Nieves Brisaboa 3
Luo Si 3
Matthias Jarke 3
Xiaofang Zhou 3
Salvatore Orlando 3
Christos Faloutsos 3
Henry Gladney 3
Fabrizio Silvestri 3
Ge Nong 3
Roy Rada 3
Robert Luk 3
Kuilam Kwok 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
Hannah Bast 3
Nat Ballou 2
Shipeng Li 2
Hui Yang 2
Gautam Pant 2
Jonathan Grudin 2
Hui Xiong 2
Filip Radlinski 2
Benjamin Piwowarski 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
Ronny Lempel 2
Darrell Woelk 2
Zhiting Hu 2
Robert Krovetz 2
Raymond Panko 2
Charles Wiecha 2
Warren Greiff 2
Seungwon Hwang 2
Vijay Raghavan 2
Fazli Can 2
Mark Chignell 2
Alan Hevner 2
Rong Jin 2
Eric Jensen 2
Panagiotis Ipeirotis 2
Giovanni Romano 2
Dimitris Papadias 2
Jorge Garza 2
Jiashu Zhao 2
Won Kim 2
Stanley Zdonik 2
Berthier Ribeiro-Neto 2
Sanda Harabagiu 2
Piero Fraternali 2
Paolo Paolini 2
Ling Feng 2
Brian Cooper 2
Daniel Zeng 2
David Hawking 2
Mark Carman 2
Thorsten Joachims 2
Carson Woo 2
Stuart Middleton 2
Jirong Wen 2
David Hicks 2
Michael Lyu 2
Jialie Shen 2
Howard Turtle 2
Qiang Zhu 2
Kotagiri Ramamohanarao 2
Iadh Ounis 2
Wanda Orlikowski 2
William Webber 2
Hong Cheng 2
Fernando Diaz 2
Anna Shtok 2
Barbara Pernici 2
Carmel Domshlak 2
Leefeng Chien 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
Fred Damerau 2
Nick Craswell 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
Scott Hudson 2
Joemon Jose 2
Nicole Yankelovich 2
Mansur Kabuka 2
Edward Dang 2
Claudio Carpineto 2
Shane Culpepper 2
Chirag Shah 2
Waihong Chan 2
Sakti Pramanik 2
Jiaul Paik 2
Mandar Mitra 2
Antonio Fariña, 2
Zhaohui Zheng 2
Gediminas Adomavicius 2
Jinxi Xu 2
Falk Scholer 2
Claudio Lucchese 2
Clayton Lewis 2
Shibing Yao 2
Xiaojun Wan 2
William Jones 2
Peter Bruza 2
Mounia Lalmas 2
Gordon Cormack 2
Jaana Kekäläinen 2
Arjen De Vries 2
David Vallet 2
Yoelle Maarek 2
Dou Shen 2
John Mylopoulos 2
Paul Stotts 2
Charles Clarke 2
Qiang Yang 2
George Fitzmaurice 2
Anthony Kaye 2
Olivia Sheng 2
John Schnase 2
Douglas Terry 2
Jennifer Widom 2
Ismail Altingövde 2
Ronan Cummins 2
Maria Fugini 2
Essam El-Kwae 2
John Carroll 2
Hochung Wu 2
Loren Terveen 2
Javed Mostafa 2
Tao Mei 2
Quan Yuan 2
Gao Cong 2
Pasquale Savino 2
Hady Lauw 2
Eepeng Lim 2
Hongyan Liu 2
Richard Furuta 2
Yong Yu 2
Nicola Tonellotto 2
Neil Rowe 2
Jiantao Sun 2
Stephen Boies 2
Hideki Koike 2
Massimo Melucci 2
Robert Capra 2
Edward Fox 2
Susan Gauch 2
Irwin King 2
Pável Calado 2
Tao Tao 2
Manolis Koubarakis 2
Randall Trigg 2
Letizia Tanca 2
Marcel Reinders 2
Min Zhang 1
Jørgen Bansler 1
Michael Novak 1
Yi Fang 1
Celia Romm 1
Caroline Eastman 1
Nathan Griffiths 1
Jia Chen 1
Qin Jin 1
Shenghua Bao 1
Jari Veijalainen 1
Liang Hu 1
Longbing Cao 1
Roger Ehrich 1
Won Kim 1
Rong Pan 1
Cody Kwok 1
Pierre Dupont 1
Christine Kincaid 1
Stephen Weyer 1
Zonghuan Wu 1
Joyce Chai 1
Patrick Gallinari 1
Symeon Papadopoulos 1
Adam Jatowt 1
Roula Hobeica 1
Mike Graf 1
Gail Rein 1
Chenyi Zhang 1
Clarence Ellis 1
Quentin Jones 1
Bin Gao 1
Mark Dunlop 1
Udi Manber 1
Wenjie Li 1
Milad Shokouhi 1
Jianke Zhu 1
Ben Hicks 1
Marcos Gonçalves 1
Kai Groβjohann 1
John Vlissides 1
Manuel Maña-López 1
Kacheung Sia 1
Sara Cohen 1
Thomas Rölleke 1
Juifeng Yeh 1
Andrew Webb 1
Steven Smith 1
Blake Dworaczyk 1
Kurt Godden 1
Carol Friedman 1
Josiane Salaun 1
Paula Sweeney 1
Kyuyoung Whang 1
Carol Justus 1
Art Ammann 1
James Thornton 1
Tora Bikson 1
Kenneth Utting 1
Carol Lochbaum 1
Chunhung Cheng 1
Ernesto Damiani 1
Mihai Surdeanu 1
Trystan Upstill 1
Gondy Leroy 1
Antonella Zanzi 1
Hal Berghel 1
Daniel Robey 1
Laura Haas 1
Srinandan Dasmahapatra 1
M Scerbo 1
Robert Allen 1
Douglas Brotz 1
Gary Nutt 1
Dashiell Kolbe 1
Munmun De Choudhury 1
Ajita John 1
Maria De Oliveira 1
Diane Kelly 1
Eyal Krikon 1
Yiming Yang 1
Charles Paddock 1
Tomás Isakowitz 1
Yiyu Yao 1
S Wong 1
Airi Salminen 1
João Magalhães 1
Stefan Rüger 1
Samuel Huston 1
W Croft 1
Hui Fang 1
Tomchao Zhou 1
Chris Horner 1
Harvey Brightman 1
Roi Blanco 1
Guangquan Zhang 1
Fei Cai 1
Alan Smeaton 1
Hongbin Dai 1
M Albakour 1
Eero Eloranta 1
Ling Liu 1
Andrew Whitsitt 1
Tomas Saulys 1
Rachel Matichin 1
Gobinda Kole 1
Michael Schrefl 1
Eugene Guglielmo 1
Eduardo Rodríguez 1
Ravichander Vipperla 1
Raphael Troncy 1
Giampio Bracchi 1
Rudy Hirschheim 1
Mark Guttenbrunner 1
Nicola Orio 1
Steven Shute 1
Beb Galdes 1
Scott Deerwester 1
Peter Bollmann 1
Federico Barbic 1
Aris Anagnostopoulos 1
Aleksandr Chuklin 1
Anne Schuth 1
Ke Zhou 1
Olivier Chapelle 1
Rifat Ozcan 1
Ian Witten 1
Dianne O'Leary 1
Michal Fapšo 1
František Grézl 1
Douglas Metzler 1
Le Song 1
Bernhard Schölkopf 1
Steven Kimbrough 1
Hyoungjoo Kim 1
Bernard Hauzeur 1
Shuguang Han 1
Ping Li 1
Eric Lo 1
Kevyn Collins-Thompson 1
Marko Rodriguez 1
Marc Bron 1
Bruce Ballard 1
James Farber 1
Susan Ehrlich 1
Aleksander Kołcz 1
Jonathan Slocum 1
Cornelis Van Rijsbergen 1
Guy Hochgesang 1
Guirong Xue 1
Elizabeth Chang 1
Sara Comai 1
George Herman 1
Robert Schumaker 1
Fabio Schreiber 1
James Donahue 1
Allen Condit 1
Patrick Martin 1
Arab Salem 1
Peter Knees 1
Xue Li 1
Xin Yan 1
David Dupplaw 1
Nadene Lynn 1
Antonin Guttman 1
Brigitte Bigi 1
Hsiaowuen Hon 1
Alexandra Poulovassilis 1
Mark Levene 1
Xin Fu 1
Rosie Jones 1
Pamela Ludford 1
Yiliang Zhao 1
Hao Ma 1
Ari Pirkola 1
Debby Hindus 1
John Cookson 1
Mark Steyvers 1
Hyowon Lee 1
Pertti Vakkari 1
Bingjun Sun 1
Peter Hibbard 1
Sergio Greco 1
Zheng Ye 1
Alex Borgida 1
James Coombs 1
Ornan Gerstel 1
Xiao Fang 1
Mohamed Sarwat 1
Paul Over 1
Lise Getoor 1
Richong Zhang 1
Thomas Hofmann 1
Scott Stevens 1
Stephen Robertson 1
Zan Huang 1
Börkur Sigurbjörnsson 1
Forouzan Golshani 1
Erkki Lehitnen 1
Jakob Gonczarowski 1
TeckTim Tan 1
Veronica Falcao 1
Taesup Moon 1
Yingqin Gu 1
Gerald Barber 1
Robert Purvy 1
Andrew Bailey 1
Nava Pliskin 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
Kuldeep Karnawat 1
DikKun Lee 1
Jing Jiang 1
Ken McGarry 1
David Sturman 1
Martti Juhola 1
Alda Gançarski 1
Peter Sassone 1
Lorraine Normore 1
Richard Entlich 1
Sylvia Sheppard 1
Ke Wang 1
Aqil Azmi 1
Nouf Alshenaifi 1
Sunil Sarin 1
Steve Whittaker 1
Ralph Palmer 1
Kalyankumar Datta 1
Quan Wang 1
Jianying Wang 1
Riccardo Ortale 1
James Davison 1
Susan Star 1
Margaret Connell 1
Andreas Broschart 1
Venkataraman Ramesh 1
Nicholas Evans 1
Robert, Benjamin 1
Almer Tigelaar 1
Gad Markovits 1
Gwang Jung 1
Jan Cernocku 1
Peter Lyngbæk 1
Gabriela Csurka 1
Stéphane Clinchant 1
Abdul Shariff 1
Jay Banerjee 1
Bruce Schuchardt 1
A Pathria 1
Yuanhua Lv 1
Dongyi Guan 1
Xiaoguang Liu 1
Christian Jensen 1
Hsinchun Chen 1
Daqing He 1
Jianguo Wang 1
Ana Cerdeira-Pena 1
Christer Hulten 1
Gabriella Kazai 1
Monica Sleumer 1
Shimon Whiteson 1
Lawrence Lefkowitz 1
Fabrizio Sebastiani 1
Ronen Brafman 1
Wagner Meira 1
Bradley Hartfield 1
Terry Winograd 1
Bruno Pôssas 1
José Paramá 1
Mary Mccabe 1
Paolo Ciaccia 1
Emmet Whitehead 1
Mc Schraefel 1
Shamim Mohamed 1
David Bodoff 1
Xindong Wu 1
Shichao Zhang 1
Mário Nascimento 1
Xuanhui Wang 1
Liangchih Yu 1
Andrew Trotman 1
Herbert Van De Sompel 1
Luc Moreau 1
Krisztian Balog 1
Elena Zheleva 1
Daniel McDonald 1
Petros Venetis 1
Al Khorasani 1
Kuantsae Huang 1
Christos Tryfonopoulos 1
Andrew Clement 1
Ahmed Elmagarmid 1
Ilmério Silva 1
W Edwards 1
Paul Dourish 1
Jeff Conklin 1
Carolyn Watters 1
Ehud Rivlin 1
Jun Wang 1
Markus Schedl 1
Gerhard Widmer 1
Alberto Belussi 1
Peter Nürnberg 1
Bo Hu 1
Ming Zhou 1
Michael Bendersky 1
Christopher Chute 1
Edmund Yu 1
Einat Minkov 1
Henry Lucas, 1
QingPing Tan 1
Bo Hu 1
Shashi Shekhar 1
Daniel Ford 1
Paul Resnick 1
George Thoma 1
Jiangtao Cui 1
Álvaro Barreiro 1
Tianjun Fu 1
Gary Katzenstein 1
Yutaka Kataoka 1
Randy Pausch 1
Randolph McAfee 1
Andrew Whinston 1
Paul Klose 1
Yiqun Liu 1
Chao Wang 1
Shaoping Ma 1
Andreas Paepcke 1
Jingjing Zhang 1
Weiqing Wang 1
Yuanfeng Song 1
Domenico Dato 1
Dingyu Yang 1
Cristina Sernadas 1
Chihfong Tsai 1
Hong Yu 1
Jeffreyjunfeng Pan 1
Daniel Weld 1
Robert Jacob 1
Kevin Arthur 1
Colin Ware 1
Shumin Zhai 1
Chen Zhang 1
Bing Pan 1
Stephen Wong 1
Huiling Zhang 1
Xiang Li 1
Shan Wang 1
Edward Chang 1
Yating Zhang 1
Ahmad Al-Sallab 1
Kenneth Grant 1
Siyu Qiu 1
Su Yan 1
Michael Lesk 1
Martha Szczur 1
Piero Molino 1
Pasquale Lops 1
Liu Wenyin 1
Rodrygo Santos 1
Dawei Song 1
Alex Bocharov 1
Gabriele Tolomei 1
Kasim Candan 1
Mehmet Dönderler 1
Xiangfeng Luo 1
Kejia Chen 1
Peng Cui 1
Azhar Alhindi 1
Cheng Hsu 1
Qi Liu 1
Victor Mak 1
TeSon Kuo 1
Roger Dannenberg 1
Quinzheng Kong 1
Nicholas Belkin 1
Aixin Sun 1
G Blake 1
Khoa Doan 1
Christopher Bailey 1
Ettore Ritacco 1
Richard Sproat 1
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Ralf Schenkel 1
Stephen Smith 1
Andreas Rauber 1
Jacques Savoy 1
Colette Rolland 1
Ida Mele 1
Yonghong Tian 1
Tiancheng Lou 1
Tamara Kolda 1
Shoaib Jameel 1
Zhaoyan Ming 1
Scott Moore 1
M Papa 1
Jiaul Paik 1
Jian Zhang 1
Clarence, Ellis 1
David De Roure 1
Dipasree Pal 1
Jaap Kamps 1
Yufei Tao 1
Viktor Prasanna 1
Ralf Keller 1
Liqun Ruan 1
Wenhsiang Lu 1
Daniela Rus 1
Tiziano Fagni 1
Johan Bollen 1
T Waema 1
Karen Ruhleder 1
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Kathryn McKinley 1
Nancy Tinkham 1
Robert Kraut 1
Samuel Epstein 1
Aditya Parameswaran 1
Chienchin Chen 1
Mingsyan Chen 1
Wendy Mackay 1
Kehchiang Yu 1
Giuseppe Amato 1
Tharam Dillon 1
Prasanna Ganesan 1
Takeshi Yoshioka 1
Daniel Dreilinger 1
M Markus 1
Anthony LaMarca 1
John Lamping 1
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William Cooper 1
Ben He 1
Jean Tague-Sutcliffe 1
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Aya Soffer 1
Jarmo Toivonen 1
Maristella Agosti 1
Kareem Darwish 1
Adam Cannane 1
Sidney Harris 1
Weimao Ke 1
Thomas Griffiths 1
Ridho Reinanda 1
Wen Wu 1
Zhihua Zhou 1
Ilya Markov 1
Reijo Savolainen 1
Eero Sormunen 1
Paavo Arvola 1
Yong Ge 1
George Mihaila 1
Mark Carter 1
Vittorio Giannini 1
Dennis Heimbigner 1
Sinnojialin Pan 1
Haizhou Li 1
Chathra Hendahewa 1
Milam Aiken 1
Olivia Liu Sheng 1
Yannis Ioannidis 1
Norman Meyrowitz 1
Silvano Pozzi 1
Pierangela Samarati 1
Yoram Singer 1
Chenghian Goh 1
Criston Souza 1
Eduardo Laber 1
Sunghun Kim 1
Batya Friedman 1
Jianying Hu 1
Joe Frankel 1
Douglas Shook 1
Dolf Trieschnigg 1
Kate Ehrlich 1
Ilaria Bordino 1
Jie Tang 1
Sen Wu 1
Yiliang Zhao 1
Les Gasser 1
Sumit Bhatia 1
Pere Comas 1
Lluís Màrquez 1
Theodore Linden 1
Yi Wu 1
Julien Ah-Pine 1
Jakob Simonsen 1
Hongyuan Zha 1
Max Egenhofer 1
Oscar Nierstrasz 1
Stephen Kwan 1
F Ho 1
Chunwu Leng 1
Yuanzhupeter Chen 1
Liling Jiang 1
Ferhan Türe 1
Paul Bennett 1
Rana Forsati 1
Steven Schockaert 1
Vlad Tanasescu 1
Yongyi Mao 1
Stefan Britts 1
Jörg Sander 1
Ramesh Sankaranarayanan 1
Chihyi Chiu 1
Gueiwun Han 1
Bernd Lamparter 1
David Pennock 1
Solomon Shimony 1
Shuilung Chuang 1
Alex Acero 1
Gang Wu 1
Steffen Heinz 1
Andy Hopper 1
Roy Want 1
Jim Gemmell 1
Kenneth Anderson 1
Joachim Schmidt 1
Masato Morisaki 1
Hiroyoshi Ohara 1
James Gerlach 1
Xiaohui Xie 1
Eric Bier 1
Srihari Sampathkumar 1
Srinivas Ramanathan 1
Zhongchen Miao 1
Wenjun Zhang 1
Lucia Vadicamo 1
Dongxiang Zhang 1
Hengtao Shen 1
Edward Chang 1
James French 1
Jennifer Xu 1
Steve Fox 1
Thorsten Hartmann 1
Rebecca Grant 1
Charles Kacmar 1
Paolo Tiberio 1
Scott Minneman 1
John Tait 1
Jie Yin 1
Fatima Al-Garawi 1
Jorma Laurikkala 1
Zhongming Ma 1
ManKit Chang 1
David Lewis 1
Pete Burnap 1
Rob Procter 1
Matthew Williams 1
William Housley 1
Ramy Baly 1
Tom Smith 1
Ramana Rao 1
Jiang Bian 1
Emanuele Buccio 1
Lorrin Garson 1
Jan Olsen 1
Peter Cook 1
Ying Zhang 1
Franca Garzotto 1
Ron Szabo 1
Deborah Tatar 1
Mark Stefik 1
Krysta Svore 1
Ofer Bergman 1
Sergej Sizov 1
A Dong 1
David Karger 1
Qifan Chen 1
Naama Zwerdling 1
Brad Myers 1
Altigran Da Silva 1
Azadeh Shakery 1
Andruid Kerne 1
Eunyee Koh 1
Elaine Marsh 1
Zhihong Lu 1
Brendon Cahoon 1
Stephen Hanson 1
Brian Martin 1
Anthony Bolmarcich 1
J Eveland 1
Mohand Hacid 1
Xingquan Zhu 1
Jack Conrad 1
Joanne Yates 1
Eliot Moss 1
Marius Paşca 1
Ann Lally 1
Adele Howe 1
Julie Borsack 1
Michael Newman 1
Domenico Rosaci 1
Massimo Santini 1
Stephen Robertson 1
Giuseppe Sarné 1
Heidi Stettner 1
Jianguo Xiao 1
Wei Gao 1
Gregory Crane 1
Frank Safayeni 1
Charles McClellan 1
Maarten Clements 1
Xiangyu Wang 1
Jintae Lee 1
Frank Hopfgartner 1
Ofer Egozi 1
Evgeniy Gabrilovich 1
Chris Schmandt 1
S Suthasinekul 1
Xiaobing Xue 1
Padhraic Smyth 1
Junyu Xuan 1
Noel O'Connor 1
Shaowei Liu 1
Wenwu Zhu 1
Anni Järvelin 1
Heikki Hämmäinen 1
Alexander Hars 1
Judith Olson 1
Gary Olson 1
Hiroshi Ishii 1
Minoru Kobayashi 1
Vesper Owei 1
Jian Su 1
Teekiah Chia 1
G Chen 1
Loc Do 1
Tung Bui 1
Douglas Vogel 1
Gianni Amati 1
Tim Bray 1
Augusto Celentano 1
Sushil Jajodia 1
Jon Gulla 1
Michael Siegel 1
Artur Pessoa 1
Shay Kutten 1
Brigitte Rock 1
Georg Gottlob 1
Marcin Kaszkiel 1
Ronald Rice 1
Djoerd Hiemstra 1
Meng Wang 1
Xudong Zhang 1
Dongdong Shan 1
Radford Neal 1
Javier Tejedor 1
Igor Szöke 1
Jay Israel 1
Aditya Pal 1
Lidong Bing 1
Xuemeng Song 1
Zhiyong Cheng 1
Mathew Palakal 1
Susanna Barber 1
Eileen Trauth 1
Maria Theodoridou 1
David Choy 1
Roberto Zicari 1
James Allan 1
Zhen Yue 1
Qing Li 1
Anagha Kulkarni 1
Gang Wang 1
Jingdong Wang 1
Zhiyong Wang 1
Bart Dhoedt 1
Dawei Luo 1
Carolyn Crouch 1
Siranush Radicati 1
Jonathan Herlocker 1
Raymond Ng 1
Ioan Tăbuş 1
Lifeng Jia 1
Tsunghan Tsai 1
Thomas Little 1
Steve Jones 1
Charalampos Chelmis 1
Wolfgang Effelsberg 1
Esa Auramaki 1
Kalle Lyytinen 1
Anatol Holt 1
Fernando Flores 1
Rodrick Megraw 1
Teruko Mitamura 1
Jeongwoo Ko 1
Hweehwa Pang 1
Wei Chu 1
Xiaoyong Du 1
Francisco Lerch 1
Kwokkee Wei 1
Long Jiang 1
Tomihisa Kamada 1
Matthew Conway 1
Jonathan Hull 1
Chen Chang 1
Diane Strong 1
Cyrano Cabarrus 1
Franco Cardillo 1
Alejandro López-Ortíz 1
Di Jiang 1
Li Zhang 1
Jun Ma 1
Thomas White 1
Ralf Jungclaus 1
Paul Hart 1
Deborah Estrin 1
Jock Mackinlay 1
George Robertson 1
Kangheng Wu 1
Vincent Barnes 1
Charu Aggarwal 1
Beverly Yang 1
Sriram Raghavan 1
Kellogg Booth 1
David Zeltzer 1
Alan Borning 1
Zhuogang Li 1
Ruizhang Huang 1
Shingkit Chan 1
Yunqi Sun 1
Jiandong Liang 1
Bernd Stahl 1
Marina Jirotka 1
Kalina Bontcheva 1
Polly Brown 1
Alberto Costa 1
Nima Asadi 1
Ben He 1
Sara Morsy 1
Starr Hiltz 1
Daniel Schwabe 1
Kira Radinsky 1
Manuel Pérez-Quiñones 1
Ruth Beyth-Marom 1
Hamish McAlpine 1
Layne Watson 1
Michael Bernstein 1
John Smith 1
Sharon Greene 1
CheukHang Ng 1
Bradley Miller 1
Chris Buckley 1
H Hartson 1
Devika Subramanian 1
Yusheng Lai 1
Eileen Abels 1
Gang Qian 1
Bozena Thompson 1
Yanzheng Wei 1
Marimuthu Palaniswami 1
John Lusth 1
J Kelley 1
Gary Sockut 1
Frederick Thompson 1
Raymond Lorie 1
Mengchang Chen 1
Michael Salisbury 1
Joel Remde 1
Dennis Egan 1
Jianping Fan 1
Elena Ferrari 1
Dennis Shasha 1
Joan Morrissey 1
Karin Petersen 1
Michael Begeman 1
Rodrigo Botafogo 1
Calvin Lue 1
Jian Ma 1
Joseph Kalash 1
Cheng Niu 1
Ulrich Pfeifer 1
Hari Sundaram 1
W Wilbur 1
Peter Sanders 1
Elizabeth Liddy 1
Chidanand Apté 1
Richard Scamell 1
Changqing Zhou 1
Jialie Shen 1
Karl Mueller 1
Jie Lu 1
Barry Smyth 1
Chinhui Lee 1
Udo Kruschwitz 1
Miamaria Saastamoinen 1
Kaiqi Zhao 1
Waiman Cheung 1
Jari Alasuvanto 1
Krishna Bharat 1
Zhiqiang Toh 1
Khechai Sim 1
Zongyang Ma 1
Tamer Özsu 1
Murugappan Palaniappan 1
Raymond McCall 1
Frank Shipman 1
Stuart Madnick 1
Prasenjit Majumder 1
David Millard 1
Goffredo Haus 1
Alberto Pinto 1
Jun Xu 1
Hang Li 1
Sanghoon Lee 1
Gianni Costa 1
Elihu Gerson 1
Hao Chen 1
Shlomo Moran 1
Holger Meuss 1
Mark Ackerman 1
Saturnino Luz 1
Dong Wang 1
Riccardo Miotto 1
F Campagnoni 1
Hamideh Afsarmanesh 1
J Rames 1
Daniel Lemire 1
Ling Chen 1
Xiaofang Zhou 1
Luca Becchetti 1
Tiejun Huang 1
Jon Kleinberg 1
Yisong Yue 1
Robert Mack 1
Aditya Pal 1
Franklin Harper 1
Casper Petersen 1
E Fiume 1
Mark Hornick 1
Alan Purdy 1
Diklun Lee 1
Ralf Güting 1
Minghao Piao 1
Edward Sciore 1
Margrethe Olson 1
Olivier Van Laere 1
Christopher Jones 1
George Awad 1
Wessel Kraaij 1
Ling Chen 1
George Karypis 1
Mukund Deshpande 1
Mansaint Yuen 1
Gergely Korodi 1
Shahana Sen 1
Shengyang Li 1
Miro Lehtonen 1
Jinsoo Park 1
Michael Graves 1
Daniel Berry 1
Alan Biermann 1
Carolyn Stanley 1
Norbert Janssen 1
Yeyi Wang 1
Mstislav Maslennikov 1
Yimin Wei 1
Hongjun Lu 1
Aldong Zhang 1
Yannis Vassiliou 1
Richard Taylor 1
Siddharth Kaza 1
Hiroshi Kuribayashi 1
Rajiv Choudhary 1
Robert DeLine 1
Shima Gerani 1
John Limb 1
Sargur Srihari 1
Seungtaek Park 1
Dirk Bahle 1
Wop Nawijn 1
Eric Nyberg 1
Jiawei Han 1
Lei Zhu 1
AlBing Rao 1
Yi Chang 1
Bernard Tan 1
Jay Ponte 1
Fatemeh Zahedi 1
Paul Thistlewaite 1
Jerry Farrell 1
Jianhua He 1
Kai Chen 1
Yi Zhou 1
N Vujovic 1
Dragana Brzakovic 1
Sai Wu 1
Shuaiqiang Wang 1
Rossano Venturini 1
Guandong Xu 1
Liming Ren 1
John Tang 1
Philip YU 1
Oren Etzioni 1
Stuart Card 1
Andreas Lemke 1
Gerhard Fischer 1
John Wilbur 1
Clement Yu 1
Omer Rana 1
Minyen Kan 1
Mark Green 1
Helena Webb 1
Md Alim 1
My Thai 1
Hien Nguyen 1
Sana Hamdi 1
Amel Bouzeghoub 1
Wassim El-Hajj 1
Khaled Shaban 1
Hongwei Liang 1
Norman Delisle 1
Luca Cagliero 1
Qifan Wang 1
Stan Lanning 1
ShiHuo Chang 1
Yuexian Hou 1
Jongwook Kim 1
Qing Li 1
Jie Shao 1
Milad Shokouhi 1
Steven Hoi 1
Rafi Nachmias 1
David Elsweiler 1
Mark Baillie 1
John Lafferty 1
Hsijian Lee 1
Célia Dos Santos 1
Uffe Wiil 1
Philip Wu 1
Qiang Xue 1
Carole Hafner 1
Geoff Walsham 1
Jiajun Liu 1
Moshe Zloof 1
Vance Waddle 1
Maria Hanrahan 1
Calvin Gotlieb 1
Jennifer Eberhardt 1
Dan Moldovan 1
Tsongli Wang 1
Fabio Salice 1
Kazem Taghva 1
Mary Rosson 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
Matteo Dell'Amico 1
Licia Capra 1
Frederik Transier 1
Sholom Weiss 1
Woojin Paik 1
Wendy Lehnert 1
Thomas Lynam 1
Xiao Li 1
Finley Lacatusu 1
Jun He 1
Satoshi Matsuoka 1
Shin Takahashi 1
Prasun Dewan 1
Venkat Gudivada 1
Ramesh Choudhari 1
Eddy Maddalena 1
Jie Shao 1
Allison Powell 1
Victor Sanchez 1
Jian Cao 1
Thomas Mastaglio 1
O Wu 1
Richard Chimera 1
Tuomas Talvensaari 1
Laura Granka 1
Geri Gay 1
Georges Dupret 1
Vadims Krivcovs 1
Adam Edwards 1
Sadok Yahia 1
Eva Jaho 1
Carlos Castillo 1
Ningnan Zhou 1
Hanjun Dai 1
Xiaojun Quan 1
Stuart Weibel 1
George Karypis 1
Irene Greif 1
Julia Mayer 1
Qing Cui 1
Alessandro Fiori 1
Iadh Ounis 1
D Rama 1
Daniel Bobrow 1
Maria Sapino 1
Terri Hedgpeth 1
Kianlee Tan 1
Deborah Barreau 1
Neill Kipp 1
William Bennett 1
Mark Linton 1
José Gómez Hidalgo 1
Chengqi Zhang 1
Bruno De Araujo 1
Chunghsien Wu 1
Sen Zhang 1
Yariv Aridor 1
Nicola Ferro 1
ChengSeen Ho 1
Frank Walker 1
Xiaofeng Zhu 1
Sadegh Kharazmi 1
Huanbo Luan 1
Chris Fox 1
Feza Baskaya 1
Peter Sander 1
Andreas Oberweis 1
Andrea Tagarelli 1
Hweetou Ng 1
Dave Straube 1
Anne Loomis 1
Bernard Haan 1
Tom Bruns 1
Stéphane Bressan 1
David Peleg 1
Mark Weal 1
Wendy Hall 1
Jinhan Kim 1
Simon King 1
Derek Oppen 1
Stephen Pollock 1
Sten Andler 1
Philip Smith 1
Roberto Maiocchi 1
Seunghoon Na 1
Mengren Qian 1
Carl Hewitt 1
Jordi Turmo 1
Hongfei Yan 1
Shengqing Hu 1
Christina Lioma 1
Manuel Gomez-Rodriguez 1
Nan Du 1
Snehasis Mukhopadhyay 1
Hongtai Chou 1
David Maier 1
Keunho Ryu 1
Manlung Yiu 1
Shiyang Lu 1
Mehrnoush Shamsfard 1
Karthik Raman 1
Mehrdad Mahdavi 1
Bradley Skaggs 1
Yizhou Sun 1
Anders Bjornerstedt 1
Clement Yu 1
Chengyu Hsieh 1
Maarten Marx 1
Andrea Esuli 1
Ronald Lee 1
Cary Buchman 1
David Grossman 1
Jonathan Gibbons 1
Richard Watson 1
Lihong Li 1
Gaewon You 1
Youngin Song 1
Zaiqing Nie 1
Akinori Yonezawa 1
Keld Bødker 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
Mark Mydland 1
Gunter Saake 1
Vasileios Hatzivassiloglou 1
Sergey Melnik 1
Anders Mørch 1
Ulla Merz 1
Helene Hembrooke 1
Hang Cui 1
Christopher Shaw 1
Mihai Lupu 1
Wenhui Zhang 1
Katsumi Tanaka 1
Hazem Hajj 1
David Rosenblitt 1
Luca Aiello 1
Jaime Arguello 1
Mayer Schwartz 1
Gregg Foster 1
L Leung 1
Xiaozhao Zhao 1
John Shepherd 1
Noa Gradovitch 1
Max Van Kleek 1
Amjad Daoud 1
Manuel De Buenaga 1
Lenwood Heath 1
Deborah Hix 1
Timothy Hoad 1
Jing Bai 1
Gerald Karam 1
Lise Getoor 1
Debra Gash 1
Ravi Krishnamurthy 1
Jie Han 1
Yannis Drougas 1
Thomas Landauer 1
Louis Gomez 1
Joanne Claussen 1
Mark Weiser 1
Mehran Sahami 1
Dario Lucarella 1
Engin Demir 1
Peter Schwarz 1
Anthony Tomasic 1
José San Pedro 1
Tim Pohle 1
Peter Schäuble 1
Shimon Schocken 1
Murray Mazer 1
Elisa Quintarelli 1
Xiaofeng Guan 1
Shaul Markovitch 1
Walid Magdy 1
Yangchang Hong 1
Robert Nicholson 1
M Rashidian 1
Jun Miao 1
Sheng Gao 1
Shiqiang Yang 1
Sanna Kumpulainen 1
Author index 1
Kuochu Lee 1
Bo Yang 1
Xiansheng HUA 1
Il Im 1
Marianne Storrøsten 1
Michal Rosen-Zvi 1
Chaitanya Chemudugunta 1
Muhammad Ibrahim 1
Michael Cole 1
Catherine Plaisant 1
Ying Lu 1
Michael Chau 1
Elad Yom-Tov 1
Helen Nissenbaum 1
Satya Rachakonda 1
Klaus Schulz 1
Francisco Claude 1
Ángeles Places 1
Ben Carterette 1
Weigang Wang 1
Yogen Dalal 1
Robert Neches 1
Fiana Raiber 1
Zhengjun Zha 1
Stefano Leonardi 1
Piotr Sankowski 1
Kaveh Pahlavan 1
Stephanie Haas 1
Taklam Wong 1
Mary Culnan 1
Xin Cao 1
Sicong Zhang 1
Jiancong Tong 1
Parvaz Mahdabi 1
Zhongzhi Shi 1
Lars Söderlund 1
Matts Ahlsen 1
Katja Hofmann 1
Pierre Genevès 1
Nabil Layaïda 1
Dick Bulterman 1
Nevenka Dimitrova 1
Alan Katz 1
Joyce Reynolds 1
Gregory Finn 1
Jonathan Postel 1
Melody Ivory 1
Linda Fineman 1
Kermit Gilbert 1
Arno Peels 1

Affiliation Paper Counts
Enel 1
Universitat Hamburg 1
University of New South Wales 1
Universidad de Santiago de Compostela 1
Fairleigh Dickinson University 1
Universita di Pisa 1
University of Ottawa, Canada 1
University of Athens 1
University of Hawaii System 1
Masarykova Univerzita 1
Aarhus Universitet 1
The University of Georgia 1
Cisco Systems 1
University of Regina 1
Nortel Networks 1
Panepistimion Patron 1
University of California System 1
Universidade Nova de Lisboa 1
University of Electro-Communications 1
Miami University 1
The California State University 1
International Computer Science Institute 1
Universiteit Gent 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
University of Windsor 1
Chemical Abstracts Service 1
MITRE Corporation 1
Norges Teknisk-Naturvitenskapelige Universitet 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
Uniwersytet Warszawski 1
University of Hawaii at Manoa 1
Aston University 1
Sun Microsystems 1
Universidade Federal de Uberlandia 1
Universita degli Studi di Pavia 1
Universita degli Studi di Brescia 1
University of Washington 1
Bentley College 1
Dalhousie University 1
Queen's University, Kingston 1
Radboud University Nijmegen 1
Rheinisch-Westfalische Technische Hochschule Aachen 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
Universitat Magdeburg 1
Memorial University of Newfoundland 1
University of Science and Technology of China 1
Chinese Academy of Sciences 1
Iona College 1
University of Liverpool 1
Jadavpur University 1
Universite Paris 1 Pantheon-Sorbonne 1
State University of New York College at Oneonta 1
University of Toledo 1
University of Greenwich 1
Aalborg Universitet 1
Pace University 1
Open University of Israel 1
University of Connecticut 1
Universita degli Studi di 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 Universitetscenter 1
University of Cincinnati 1
Rensselaer Polytechnic Institute 1
Nippon Telegraph and Telephone Corporation 1
Xidian University 1
University Michigan Ann Arbor 1
Eidgenossische Technische Hochschule Zurich 1
Lakehead University 1
Universidad de Vigo 1
Alcatel-Lucent 1
Center For Research And Technology - Hellas 1
American Chemical Society 1
Politecnico di Bari 1
San Francisco State University 1
Emerson College 1
Universite de 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
Universite de Neuchatel 1
Le reseau de l'Universite du Quebec 1
Bar-Ilan University 1
Hefei University of Technology 1
Helsingin Yliopisto 1
University of Haifa 1
University of Victoria 1
Courant Institute of Mathematical Sciences 1
Princeton University 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
Universita degli Studi dell'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
Universitat Koblenz-Landau 1
Turun yliopisto 1
La Trobe University 1
Technische Universitat Braunschweig 1
Fujitsu Ltd. 1
National Chung Cheng University 1
Institute of Information Science and Technologies, Pisa 1
AT&T Laboratories Florham Park 1
Vrije Universiteit Amsterdam 1
Alcatel-Lucent Bell Labs 1
Universidade Federal de Mato Grosso do Sul 1
Colorado State University 1
University of Vermont 1
Conseil national de recherches Canada 1
University of Minnesota Duluth 1
Harvard University 1
University of Central Oklahoma 1
Cairo University 1
University of Newcastle, Australia 1
Hewlett Packard Laboratories 1
Dartmouth College 1
Queensland University of Technology 1
Ohio University 1
University of Dublin, Trinity College 1
Technische Universitat Darmstadt 1
King's College London 1
University of Wollongong 1
Robert Gordon University 1
Universita degli Studi di Torino 1
Fraunhofer-Institut fur Integrierte Publikations- und Informationssysteme 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
Universidade de Sao Paulo 2
CNRS Centre National de la Recherche Scientifique 2
University of Maine 2
Tektronix Incorporated 2
CSIRO Mathematical and Information Sciences 2
Tampereen Teknillinen Yliopisto 2
GM Research Lab 2
Fudan University 2
Avaya Inc. 2
Santa Clara University 2
Worcester Polytechnic Institute 2
Centrum voor Wiskunde en Informatica 2
Technische Universitat 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
Universita della 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
Alma Mater Studiorum Universita di Bologna 2
Universidad Europea de Madrid 2
Northeastern University 2
Ludwig-Maximilians-Universitat Munchen 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 2
Max Planck Institut fur Informatik 3
University of Essex 3
University of Electronic Science and Technology of China 3
Los Alamos National Laboratory 3
Google Inc. 3
Universitat 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
Universite de Montreal 3
Kyoto University 3
Georgia State University 3
Beihang University 3
Universitat Duisburg-Essen 3
Academia Sinica Taiwan 3
Carleton University 3
The Education University of Hong Kong 3
Technische Universitat Wien 3
Southwest University of Finance and EcoNomics 3
Tianjin University 3
Monash University 3
Universita degli Studi di Reggio Calabria 3
Hewlett-Packard Inc. 3
Indiana University 3
Queen Mary, University of London 3
UCL 3
New Jersey Institute of Technology 3
Georgetown University 3
Dublin City University 3
University of Sydney 3
Universita degli Studi di 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
Pontificia Universidade Catolica do Rio de Janeiro 3
Naval Postgraduate School 3
Nanjing University 3
National Center for Biotechnology Information 3
Aalto University 3
Universidade Federal do Amazonas 4
Universite de Geneve 4
National Taiwan University 4
Delft University of Technology 4
Universita Ca' Foscari Venezia 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 in the City of New York 4
Kobenhavns Universitet 4
Shandong University 4
York Universite 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
Politecnico di Torino 5
Vysoke uceni technicke v Brne 5
City University of Hong Kong 5
University of Southern California, Information Sciences Institute 5
University of Pittsburgh 5
Nankai University 5
Universite Simon Fraser 5
Xerox Corporation 5
University of Strathclyde 5
University of Utah 5
IBM Haifa Labs 5
Pohang University of Science and Technology 5
Universita degli Studi di Roma La Sapienza 5
Universita della Svizzera italiana 6
Duke University 6
Brown University 6
University of Washington Seattle 6
University of Twente 6
Sun Yat-Sen University 6
National Chiayi University 6
Johannes Kepler Universitat Linz 6
Universitat Freiburg im Breisgau 6
University of Chicago 6
University of Alberta 6
University at Buffalo, State University of New York 6
Jyvaskylan Yliopisto 6
Universita degli Studi di Padova 7
National Library of Medicine 7
Ohio State University 7
UC Irvine 7
Purdue University 7
Bilkent Universitesi 7
University of Virginia 7
UC Berkeley 7
Universitat Dortmund 7
Institute for Infocomm Research, A-Star, Singapore 8
IBM Almaden Research Center 8
Singapore Management University 8
Consiglio Nazionale delle Ricerche 8
International Business Machines 8
Cardiff University 8
Universidad de Chile 9
Georgia Institute of Technology 9
Universidade Federal de Minas Gerais 9
Rutgers, The State University of New Jersey 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
Universita degli Studi di Milano 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
Cornell University 13
Texas A and M University 13
Telcordia Technologies, Inc. 13
Microsoft 13
Virginia Polytechnic Institute and State University 13
University of Melbourne 14
University of Southern California 14
Microsoft Research Asia 14
University of Colorado at Boulder 15
University of Amsterdam 15
Tsinghua University 15
Carnegie Mellon University 15
University of Toronto 16
University of Minnesota Twin Cities 17
Istituto di Scienza e Tecnologie dell'Informazione A. Faedo 17
University of Glasgow 18
University of Waterloo 18
University of Southampton 18
Peking University 19
Microelectronics Computer Technology Corporation 20
Technion - Israel Institute of Technology 20
Politecnico di Milano 20
Yahoo Research Labs 20
Stanford University 22
Tampereen Yliopisto 23
Microsoft Research 23
Royal Melbourne Institute of Technology 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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