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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) 4211
Downloads (12 Months) 36161
Downloads (cumulative) 735152
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
Alexander Tuzhilin 3
Amihai Motro 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
Fabrizio Silvestri 3
Ge Nong 3
Christos Faloutsos 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
Hannah Bast 3
Gautam Pant 2
Jonathan Grudin 2
Hui Xiong 2
Benjamin Piwowarski 2
Craig Macdonald 2
Lillian Lee 2
Filip Radlinski 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
Warren Greiff 2
Vijay Raghavan 2
Seungwon Hwang 2
Fazli Can 2
Mark Chignell 2
Rong Jin 2
Alan Hevner 2
Eric Jensen 2
Panagiotis Ipeirotis 2
Sakti Pramanik 2
Jiaul Paik 2
Mandar Mitra 2
Won Kim 2
Jiashu Zhao 2
Stanley Zdonik 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
Jirong Wen 2
Carson Woo 2
Stuart Middleton 2
Thorsten Joachims 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
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
Waynexin Zhao 2
Elena Baralis 2
Paolo Garza 2
Steven Beitzel 2
Scott Hudson 2
Joemon Jose 2
Nicole Yankelovich 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
Antonio Fariña, 2
Zhaohui Zheng 2
Gediminas Adomavicius 2
Falk Scholer 2
Jinxi Xu 2
Claudio Lucchese 2
Clayton Lewis 2
Xiaojun Wan 2
Shibing Yao 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
Charles Clarke 2
John Mylopoulos 2
Paul Stotts 2
Qiang Yang 2
George Fitzmaurice 2
Olivia Sheng 2
Anthony Kaye 2
John Schnase 2
Jennifer Widom 2
Douglas Terry 2
Ismail Altingövde 2
Ronan Cummins 2
Maria Fugini 2
Essam El-Kwae 2
John Carroll 2
Hochung Wu 2
Loren Terveen 2
Tao Mei 2
Javed Mostafa 2
Gao Cong 2
Quan Yuan 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
Robert Capra 2
Massimo Melucci 2
Hideki Koike 2
Edward Fox 2
Irwin King 2
Susan Gauch 2
Pável Calado 2
Tao Tao 2
Randall Trigg 2
Letizia Tanca 2
Manolis Koubarakis 2
Marcel Reinders 2
Giovanni Romano 2
Dimitris Papadias 2
Jorge Garza 2
Alessandro Fiori 1
Terri Hedgpeth 1
Laura Granka 1
Geri Gay 1
Daniel Bobrow 1
Kianlee Tan 1
Deborah Barreau 1
Neill Kipp 1
Chengqi Zhang 1
William Bennett 1
Mark Linton 1
José Gómez Hidalgo 1
Bruno De Araujo 1
Aleksander Kołcz 1
Chunghsien Wu 1
Marko Rodriguez 1
Marc Bron 1
Bruce Ballard 1
James Farber 1
Susan Ehrlich 1
Guy Hochgesang 1
Elizabeth Chang 1
Sara Comai 1
George Herman 1
Peter Knees 1
Jonathan Slocum 1
Cornelis Van Rijsbergen 1
Fabio Schreiber 1
Xin Yan 1
Xue Li 1
Guirong Xue 1
Robert Schumaker 1
James Donahue 1
Allen Condit 1
Patrick Martin 1
Arab Salem 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
Kevyn Collins-Thompson 1
Mohamed Sarwat 1
Richong Zhang 1
Paul Over 1
Lise Getoor 1
Börkur Sigurbjörnsson 1
Scott Stevens 1
Stephen Robertson 1
M Albakour 1
Olivier Chapelle 1
Douglas Metzler 1
Le Song 1
Bernhard Schölkopf 1
Andrew Whitsitt 1
Tomas Saulys 1
Eugene Guglielmo 1
Steven Kimbrough 1
Hyoungjoo Kim 1
Bernard Hauzeur 1
Michael Schrefl 1
Thomas Hofmann 1
Forouzan Golshani 1
Zan Huang 1
Jakob Gonczarowski 1
Erkki Lehitnen 1
TeckTim Tan 1
Veronica Falcao 1
Taesup Moon 1
Yingqin Gu 1
Gerald Barber 1
Robert Purvy 1
Richard Connor 1
Andrew Turpin 1
Liqiang Nie 1
Roberto Konow 1
Beitao Li 1
Peter Turney 1
Andrew Bailey 1
Nava Pliskin 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
Alex Borgida 1
Hao Ma 1
Bingjun Sun 1
Ari Pirkola 1
Debby Hindus 1
John Cookson 1
Mark Steyvers 1
Hyowon Lee 1
Zheng Ye 1
Pertti Vakkari 1
Ornan Gerstel 1
Xiao Fang 1
Kalyankumar Datta 1
Quan Wang 1
Margaret Connell 1
Andreas Broschart 1
Abdul Shariff 1
Venkataraman Ramesh 1
Nicholas Evans 1
Jan Cernocku 1
Robert, Benjamin 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
Gabriella Kazai 1
Monica Sleumer 1
Shimon Whiteson 1
Peter Hibbard 1
Sergio Greco 1
Jianying Wang 1
Riccardo Ortale 1
Peter Lyngbæk 1
Christian Jensen 1
Yuanhua Lv 1
Fabrizio Sebastiani 1
James Coombs 1
James Davison 1
Susan Star 1
Jay Banerjee 1
Martti Juhola 1
Alda Gançarski 1
Sylvia Sheppard 1
Ke Wang 1
Sunil Sarin 1
Peter Sassone 1
Lorraine Normore 1
Aqil Azmi 1
Nouf Alshenaifi 1
Richard Entlich 1
Steve Whittaker 1
Ralph Palmer 1
Mc Schraefel 1
David Bodoff 1
Xindong Wu 1
Shichao Zhang 1
Shamim Mohamed 1
Mário Nascimento 1
Xuanhui Wang 1
Elena Zheleva 1
Liangchih Yu 1
Andrew Trotman 1
Daniel McDonald 1
Herbert Van De Sompel 1
Luc Moreau 1
Krisztian Balog 1
Al Khorasani 1
Kuantsae Huang 1
Andrew Clement 1
Ahmed Elmagarmid 1
Ilmério Silva 1
Carolyn Watters 1
Markus Schedl 1
Gerhard Widmer 1
Petros Venetis 1
Jeff Conklin 1
Christos Tryfonopoulos 1
W Edwards 1
Paul Dourish 1
Ehud Rivlin 1
Jun Wang 1
Bo Hu 1
Ming Zhou 1
Michael Bendersky 1
Einat Minkov 1
Shashi Shekhar 1
Alberto Belussi 1
Bruce Schuchardt 1
A Pathria 1
Christer Hulten 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
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
Andreas Paepcke 1
Randy Pausch 1
Yuanfeng Song 1
Domenico Dato 1
Dingyu Yang 1
Cristina Sernadas 1
Robert Jacob 1
Chihfong Tsai 1
Hong Yu 1
Jeffreyjunfeng Pan 1
Kevin Arthur 1
Colin Ware 1
Shumin Zhai 1
Stephen Wong 1
Daniel Weld 1
Chen Zhang 1
Huiling Zhang 1
Xiang Li 1
Shan Wang 1
Edward Chang 1
Yating Zhang 1
Ahmad Al-Sallab 1
Kenneth Grant 1
Peter Nürnberg 1
Christopher Chute 1
Edmund Yu 1
Henry Lucas, 1
Bo Hu 1
QingPing Tan 1
Qi Liu 1
Daniel Ford 1
George Thoma 1
Jiangtao Cui 1
Álvaro Barreiro 1
Quinzheng Kong 1
Xiangfeng Luo 1
Kejia Chen 1
Peng Cui 1
Khoa Doan 1
Nicholas Belkin 1
Christopher Bailey 1
Richard Sproat 1
Ron Sacks-Davis 1
Ralf Schenkel 1
Stephen Smith 1
Andreas Rauber 1
Jacques Savoy 1
Colette Rolland 1
Ida Mele 1
Yonghong Tian 1
Shoaib Jameel 1
Tiancheng Lou 1
Jian Zhang 1
Clarence, Ellis 1
Jaap Kamps 1
Dipasree Pal 1
Cheng Hsu 1
Victor Mak 1
Paul Resnick 1
TeSon Kuo 1
Roger Dannenberg 1
Azhar Alhindi 1
Aixin Sun 1
Ettore Ritacco 1
Tamara Kolda 1
Zhaoyan Ming 1
Jiaul Paik 1
Yufei Tao 1
Viktor Prasanna 1
Ralf Keller 1
G Blake 1
Scott Moore 1
Siyu Qiu 1
Su Yan 1
Liu Wenyin 1
Michael Lesk 1
Rodrygo Santos 1
Alex Bocharov 1
Gabriele Tolomei 1
Martha Szczur 1
Piero Molino 1
Pasquale Lops 1
Dawei Song 1
Kasim Candan 1
Mehmet Dönderler 1
Bing Pan 1
Wenhsiang Lu 1
Daniela Rus 1
Tiziano Fagni 1
Samuel Epstein 1
Johan Bollen 1
T Waema 1
Karen Ruhleder 1
Nicholas Jennings 1
Kathryn McKinley 1
Nancy Tinkham 1
Robert Kraut 1
Wendy Mackay 1
Kehchiang Yu 1
Tharam Dillon 1
Prasanna Ganesan 1
Takeshi Yoshioka 1
Michael Shepherd 1
Daniel Dreilinger 1
M Markus 1
Aditya Parameswaran 1
Giuseppe Amato 1
Cristiana Bolchini 1
Chienchin Chen 1
Mingsyan Chen 1
Anthony LaMarca 1
John Lamping 1
David Roach 1
David Losada 1
Leif Azzopardi 1
Paolo Boldi 1
Paul Lewis 1
Renato De Mori 1
Nikos Mamoulis 1
David De Roure 1
Liqun Ruan 1
M Papa 1
Beat Wüthrich 1
Dorée Seligmann 1
Dan Frankowski 1
Ben He 1
William Cooper 1
Ellen Riloff 1
Jean Tague-Sutcliffe 1
Yong Ge 1
Pablo Castells 1
George Mihaila 1
Aya Soffer 1
Jarmo Toivonen 1
Maristella Agosti 1
Kareem Darwish 1
Mark Carter 1
Adam Cannane 1
Dennis Heimbigner 1
Sidney Harris 1
Sinnojialin Pan 1
Weimao Ke 1
Thomas Griffiths 1
Haizhou Li 1
Pierangela Samarati 1
Yoram Singer 1
Ridho Reinanda 1
Wen Wu 1
Zhihua Zhou 1
Ilya Markov 1
Chenghian Goh 1
Chathra Hendahewa 1
Reijo Savolainen 1
Eero Sormunen 1
Paavo Arvola 1
Criston Souza 1
Eduardo Laber 1
Sunghun Kim 1
Jianying Hu 1
Max Egenhofer 1
Joe Frankel 1
Douglas Shook 1
Dolf Trieschnigg 1
Kate Ehrlich 1
Yi Wu 1
Ilaria Bordino 1
Julien Ah-Pine 1
Jie Tang 1
Sen Wu 1
Yuanzhupeter Chen 1
Liling Jiang 1
Paul Bennett 1
Ferhan Türe 1
Rana Forsati 1
Yongyi Mao 1
Steven Schockaert 1
Vlad Tanasescu 1
Jörg Sander 1
Ramesh Sankaranarayanan 1
Chihyi Chiu 1
Gueiwun Han 1
Bernd Lamparter 1
Vittorio Giannini 1
Sumit Bhatia 1
Pere Comas 1
Lluís Màrquez 1
Theodore Linden 1
Jakob Simonsen 1
Yiliang Zhao 1
Hongyuan Zha 1
Milam Aiken 1
Olivia Liu Sheng 1
Yannis Ioannidis 1
Norman Meyrowitz 1
Silvano Pozzi 1
Batya Friedman 1
Oscar Nierstrasz 1
Stephen Kwan 1
Les Gasser 1
F Ho 1
Chunwu Leng 1
Stefan Britts 1
David Pennock 1
Solomon Shimony 1
Shuilung Chuang 1
Alex Acero 1
Gang Wu 1
Steffen Heinz 1
Eric Bier 1
Masato Morisaki 1
Hiroyoshi Ohara 1
Andy Hopper 1
Roy Want 1
Jim Gemmell 1
Kenneth Anderson 1
Srihari Sampathkumar 1
Srinivas Ramanathan 1
Xiaohui Xie 1
Zhongchen Miao 1
Wenjun Zhang 1
Lucia Vadicamo 1
Dongxiang Zhang 1
Hengtao Shen 1
Edward Chang 1
James French 1
Joachim Schmidt 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
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
Ying Zhang 1
ManKit Chang 1
Peter Cook 1
Lorrin Garson 1
Jan Olsen 1
Krysta Svore 1
David Lewis 1
Franca Garzotto 1
Ron Szabo 1
Deborah Tatar 1
Mark Stefik 1
Ofer Bergman 1
Sergej Sizov 1
A Dong 1
David Karger 1
Naama Zwerdling 1
Qifan Chen 1
James Gerlach 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
Marius Paşca 1
Gianni Amati 1
Jack Conrad 1
Joanne Yates 1
Ann Lally 1
Eliot Moss 1
Adele Howe 1
Julie Borsack 1
Michael Newman 1
Massimo Santini 1
Stephen Robertson 1
Domenico Rosaci 1
Giuseppe Sarné 1
Heidi Stettner 1
Jianguo Xiao 1
Wei Gao 1
Gregory Crane 1
Charles McClellan 1
Frank Safayeni 1
Xiangyu Wang 1
Maarten Clements 1
Heikki Hämmäinen 1
Jintae Lee 1
Frank Hopfgartner 1
Ofer Egozi 1
Evgeniy Gabrilovich 1
Alexander Hars 1
Judith Olson 1
Gary Olson 1
Chris Schmandt 1
Vesper Owei 1
Tung Bui 1
Brad Myers 1
S Suthasinekul 1
Jian Su 1
Xiaobing Xue 1
Padhraic Smyth 1
Teekiah Chia 1
G Chen 1
Sushil Jajodia 1
Junyu Xuan 1
Noel O'Connor 1
Shaowei Liu 1
Wenwu Zhu 1
Michael Siegel 1
Anni Järvelin 1
Artur Pessoa 1
Shay Kutten 1
Marcin Kaszkiel 1
Radford Neal 1
Javier Tejedor 1
Igor Szöke 1
Jay Israel 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
Bart Dhoedt 1
Dawei Luo 1
Carolyn Crouch 1
Thomas Little 1
Raymond Ng 1
Steve Jones 1
Ioan Tăbuş 1
Lifeng Jia 1
Tsunghan Tsai 1
Hiroshi Ishii 1
Minoru Kobayashi 1
Loc Do 1
Xuemeng Song 1
Zhiyong Cheng 1
Seungtaek Park 1
Dirk Bahle 1
Wop Nawijn 1
Eric Nyberg 1
Jiawei Han 1
Lei Zhu 1
AlBing Rao 1
Paul Thistlewaite 1
Bernard Tan 1
Jay Ponte 1
Yi Chang 1
Jerry Farrell 1
Kai Chen 1
Jianhua He 1
Yi Zhou 1
Sai Wu 1
Fatemeh Zahedi 1
N Vujovic 1
Dragana Brzakovic 1
Shuaiqiang Wang 1
Rossano Venturini 1
Guandong Xu 1
Liming Ren 1
John Tang 1
Andreas Lemke 1
Gerhard Fischer 1
John Wilbur 1
Mark Green 1
Philip YU 1
Clement Yu 1
Wolfgang Effelsberg 1
Douglas Vogel 1
Tim Bray 1
Augusto Celentano 1
Jon Gulla 1
Mathew Palakal 1
Susanna Barber 1
Eileen Trauth 1
Brigitte Rock 1
Georg Gottlob 1
Maria Theodoridou 1
David Choy 1
Roberto Zicari 1
Siranush Radicati 1
Jonathan Herlocker 1
Esa Auramaki 1
Kalle Lyytinen 1
Fernando Flores 1
Rodrick Megraw 1
Anatol Holt 1
Jeongwoo Ko 1
Teruko Mitamura 1
Hweehwa Pang 1
Francisco Lerch 1
Tomihisa Kamada 1
Kwokkee Wei 1
Wei Chu 1
Xiaoyong Du 1
Jonathan Hull 1
Franco Cardillo 1
Alejandro López-Ortíz 1
Chen Chang 1
Long Jiang 1
Diane Strong 1
Matthew Conway 1
Cyrano Cabarrus 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
Charalampos Chelmis 1
Oren Etzioni 1
Helena Webb 1
Omer Rana 1
Md Alim 1
My Thai 1
Hien Nguyen 1
Sana Hamdi 1
Amel Bouzeghoub 1
Hongwei Liang 1
Wassim El-Hajj 1
Khaled Shaban 1
Norman Delisle 1
Qifan Wang 1
Jongwook Kim 1
Qing Li 1
Jie Shao 1
Milad Shokouhi 1
Stuart Card 1
Luca Cagliero 1
Yuexian Hou 1
Minyen Kan 1
Stan Lanning 1
ShiHuo Chang 1
Steven Hoi 1
Rafi Nachmias 1
David Elsweiler 1
Mark Baillie 1
Hsijian Lee 1
John Lafferty 1
Célia Dos Santos 1
Uffe Wiil 1
Philip Wu 1
Qiang Xue 1
Carole Hafner 1
Geoff Walsham 1
Jiajun Liu 1
Maria Hanrahan 1
Moshe Zloof 1
Vance Waddle 1
Calvin Gotlieb 1
Dan Moldovan 1
Timo Raita 1
Fabio Salice 1
Tsongli Wang 1
Jonathan Cohen 1
Jennifer Eberhardt 1
Kazem Taghva 1
Mary Rosson 1
Kellogg Booth 1
David Zeltzer 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
Kalina Bontcheva 1
Polly Brown 1
Alberto Costa 1
Nima Asadi 1
Ben He 1
Sara Morsy 1
Starr Hiltz 1
Kira Radinsky 1
Daniel Schwabe 1
Manuel Pérez-Quiñones 1
Ruth Beyth-Marom 1
Hamish McAlpine 1
Michael Bernstein 1
Layne Watson 1
CheukHang Ng 1
Bradley Miller 1
Chris Buckley 1
John Smith 1
Sharon Greene 1
Devika Subramanian 1
H Hartson 1
Yusheng Lai 1
Eileen Abels 1
Gang Qian 1
Bozena Thompson 1
Raymond Lorie 1
Yanzheng Wei 1
Marimuthu Palaniswami 1
John Lusth 1
J Kelley 1
Gary Sockut 1
Jianping Fan 1
Elena Ferrari 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
Thomas Lynam 1
Sholom Weiss 1
Woojin Paik 1
Sen Zhang 1
Wendy Lehnert 1
Peter Sander 1
Andreas Oberweis 1
Yariv Aridor 1
Nicola Ferro 1
ChengSeen Ho 1
Frank Walker 1
Xiaofeng Zhu 1
Hweetou Ng 1
Sadegh Kharazmi 1
Huanbo Luan 1
Tom Bruns 1
Stéphane Bressan 1
Feza Baskaya 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
Hongfei Yan 1
Shengqing Hu 1
Seunghoon Na 1
Keunho Ryu 1
Manlung Yiu 1
Karthik Raman 1
Shiyang Lu 1
Mehrdad Mahdavi 1
Mehrnoush Shamsfard 1
Joan Morrissey 1
Calvin Lue 1
Jian Ma 1
Frederick Thompson 1
Michael Begeman 1
Dennis Shasha 1
Mengchang Chen 1
Michael Salisbury 1
Karin Petersen 1
Joel Remde 1
Dennis Egan 1
Rodrigo Botafogo 1
Joseph Kalash 1
Cheng Niu 1
Ulrich Pfeifer 1
Hari Sundaram 1
Peter Sanders 1
Richard Scamell 1
Changqing Zhou 1
W Wilbur 1
Elizabeth Liddy 1
Chidanand Apté 1
Jialie Shen 1
Jari Alasuvanto 1
Karl Mueller 1
Krishna Bharat 1
Zhiqiang Toh 1
Khechai Sim 1
Raymond McCall 1
Frank Shipman 1
Jie Lu 1
Barry Smyth 1
Chinhui Lee 1
Stuart Madnick 1
Miamaria Saastamoinen 1
Prasenjit Majumder 1
David Millard 1
Goffredo Haus 1
Alberto Pinto 1
Jun Xu 1
Hang Li 1
Sanghoon Lee 1
Hao Chen 1
Shlomo Moran 1
Holger Meuss 1
Mark Ackerman 1
Saturnino Luz 1
Dong Wang 1
Yizhou Sun 1
Bradley Skaggs 1
Maarten Marx 1
Clement Yu 1
Chengyu Hsieh 1
Dave Straube 1
Andrea Tagarelli 1
Chris Fox 1
Jordi Turmo 1
Mengren Qian 1
Christina Lioma 1
Manuel Gomez-Rodriguez 1
Nan Du 1
Andrea Esuli 1
Anne Loomis 1
Bernard Haan 1
Snehasis Mukhopadhyay 1
Hongtai Chou 1
David Maier 1
Carl Hewitt 1
Anders Bjornerstedt 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
Venkat Rangan 1
Hongyuan Zha 1
Long Guo 1
Michael Littman 1
Bernard Jansen 1
Youngin Song 1
Zaiqing Nie 1
Steven Miller 1
Christopher Fry 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
Anders Mørch 1
F Campagnoni 1
Hamideh Afsarmanesh 1
J Rames 1
Daniel Lemire 1
Ling Chen 1
Xiaofang Zhou 1
Luca Becchetti 1
Jon Kleinberg 1
Minghao Piao 1
Olivier Van Laere 1
Christopher Jones 1
Ling Chen 1
George Awad 1
Wessel Kraaij 1
Miro Lehtonen 1
Mansaint Yuen 1
Gergely Korodi 1
Shahana Sen 1
Shengyang Li 1
Waiman Cheung 1
Tamer Özsu 1
Udo Kruschwitz 1
Kaiqi Zhao 1
Zongyang Ma 1
Gianni Costa 1
Yisong Yue 1
Robert Mack 1
Aditya Pal 1
Franklin Harper 1
Tiejun Huang 1
Casper Petersen 1
Murugappan Palaniappan 1
Elihu Gerson 1
E Fiume 1
Mark Hornick 1
Alan Purdy 1
Edward Sciore 1
Diklun Lee 1
Ralf Güting 1
Margrethe Olson 1
George Karypis 1
Mukund Deshpande 1
Daniel Berry 1
Carolyn Stanley 1
Michael Graves 1
Alan Biermann 1
Riccardo Miotto 1
Jinsoo Park 1
Vasileios Hatzivassiloglou 1
Christopher Shaw 1
Ulla Merz 1
Sergey Melnik 1
Mihai Lupu 1
Wenhui Zhang 1
Jaime Arguello 1
Katsumi Tanaka 1
Hazem Hajj 1
David Rosenblitt 1
Mayer Schwartz 1
Luca Aiello 1
Xiaozhao Zhao 1
Helene Hembrooke 1
Hang Cui 1
Gregg Foster 1
L Leung 1
John Shepherd 1
Noa Gradovitch 1
Max Van Kleek 1
Amjad Daoud 1
Lenwood Heath 1
Manuel De Buenaga 1
Deborah Hix 1
Lise Getoor 1
Timothy Hoad 1
Jing Bai 1
Gerald Karam 1
Ravi Krishnamurthy 1
Joanne Claussen 1
Peter Schwarz 1
Anthony Tomasic 1
José San Pedro 1
Tim Pohle 1
Debra Gash 1
Mark Weiser 1
Mehran Sahami 1
Jie Han 1
Yannis Drougas 1
Thomas Landauer 1
Louis Gomez 1
Dario Lucarella 1
Engin Demir 1
Peter Schäuble 1
Elisa Quintarelli 1
Shimon Schocken 1
Murray Mazer 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
Shima Gerani 1
John Limb 1
Sargur Srihari 1
Min Zhang 1
Yi Fang 1
Caroline Eastman 1
Siddharth Kaza 1
Rajiv Choudhary 1
Robert DeLine 1
Celia Romm 1
Nathan Griffiths 1
Jia Chen 1
Qin Jin 1
Shenghua Bao 1
Liang Hu 1
Longbing Cao 1
Michael Novak 1
Jari Veijalainen 1
Roger Ehrich 1
Won Kim 1
Rong Pan 1
Christine Kincaid 1
Zonghuan Wu 1
Cody Kwok 1
Joyce Chai 1
Patrick Gallinari 1
Symeon Papadopoulos 1
Chenyi Zhang 1
Adam Jatowt 1
Roula Hobeica 1
Mike Graf 1
Gail Rein 1
Bin Gao 1
Milad Shokouhi 1
Pierre Dupont 1
Stephen Weyer 1
Clarence Ellis 1
Quentin Jones 1
Norbert Janssen 1
Xiaofeng Guan 1
Shaul Markovitch 1
Bo Yang 1
Xiansheng HUA 1
Walid Magdy 1
Il Im 1
Marianne Storrøsten 1
Yangchang Hong 1
Robert Nicholson 1
M Rashidian 1
Muhammad Ibrahim 1
Jun Miao 1
Sheng Gao 1
Shiqiang Yang 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
Yogen Dalal 1
Robert Neches 1
Fiana Raiber 1
Xin Cao 1
Zhengjun Zha 1
Stefano Leonardi 1
Piotr Sankowski 1
Taklam Wong 1
Sicong Zhang 1
Jiancong Tong 1
Parvaz Mahdabi 1
Zhongzhi Shi 1
Pierre Genevès 1
Nabil Layaïda 1
Katja Hofmann 1
Author index 1
Kuochu Lee 1
Michal Rosen-Zvi 1
Chaitanya Chemudugunta 1
Satya Rachakonda 1
Kaveh Pahlavan 1
Stephanie Haas 1
Mark Dunlop 1
Udi Manber 1
Jianke Zhu 1
Ben Hicks 1
Marcos Gonçalves 1
Kai Groβjohann 1
Kacheung Sia 1
Sara Cohen 1
John Vlissides 1
Manuel Maña-López 1
Thomas Rölleke 1
Steven Smith 1
Andrew Webb 1
Blake Dworaczyk 1
Juifeng Yeh 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
Mihai Surdeanu 1
Chunhung Cheng 1
Ernesto Damiani 1
Gondy Leroy 1
Laura Haas 1
Carol Justus 1
Trystan Upstill 1
James Thornton 1
Carol Lochbaum 1
Antonella Zanzi 1
Hal Berghel 1
Daniel Robey 1
Srinandan Dasmahapatra 1
M Scerbo 1
Robert Allen 1
Douglas Brotz 1
Gary Nutt 1
Dashiell Kolbe 1
Diane Kelly 1
Munmun De Choudhury 1
Ajita John 1
Eyal Krikon 1
Maria De Oliveira 1
Wenjie Li 1
Helen Nissenbaum 1
Mary Culnan 1
Lars Söderlund 1
Matts Ahlsen 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
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
Prasun Dewan 1
Victor Sanchez 1
Jian Cao 1
Thomas Mastaglio 1
Richard Chimera 1
Tuomas Talvensaari 1
Georges Dupret 1
Adam Edwards 1
Sadok Yahia 1
Eva Jaho 1
Carlos Castillo 1
Ningnan Zhou 1
Irene Greif 1
Qing Cui 1
Hanjun Dai 1
Xiaojun Quan 1
Stuart Weibel 1
Iadh Ounis 1
Maria Sapino 1
O Wu 1
Vadims Krivcovs 1
D Rama 1
George Karypis 1
Julia Mayer 1
Charles Paddock 1
Yiming Yang 1
Tomás Isakowitz 1
João Magalhães 1
Stefan Rüger 1
Samuel Huston 1
W Croft 1
Eero Eloranta 1
Yiyu Yao 1
S Wong 1
Airi Salminen 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
Ling Liu 1
Rachel Matichin 1
Gobinda Kole 1
Eduardo Rodríguez 1
Rifat Ozcan 1
Ian Witten 1
Dianne O'Leary 1
Ravichander Vipperla 1
Raphael Troncy 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
Scott Deerwester 1
Peter Bollmann 1
Federico Barbic 1
Aris Anagnostopoulos 1
Aleksandr Chuklin 1
Anne Schuth 1
Ke Zhou 1
Ping Li 1
Shuguang Han 1
Eric Lo 1

Affiliation Paper Counts
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
University of Washington 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
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 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
University of Udine 1
Universidad de Vigo 1
Alcatel-Lucent 1
Center For Research And Technology - Hellas 1
American Chemical Society 1
Polytechnic Institute of Bari 1
San Francisco State University 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
Claremont Graduate University 1
Deutsche Telekom 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
Vrije Universiteit Amsterdam 1
Alcatel-Lucent Bell Labs 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 2
Max Planck Institute for Informatics 3
University of Essex 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
Hewlett-Packard Inc. 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
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
Shandong University 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
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 Washington Seattle 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
Universidad de Chile 7
Bilkent University 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
IBM, USA 8
Cardiff University 8
Georgia Institute of Technology 9
Federal University of 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
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
Cornell University 13
Texas A and M University 13
Telcordia Technologies, Inc. 13
Microsoft 13
University of Melbourne 13
Virginia Tech 13
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 Waterloo 16
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 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
University of Tampere 23
RMIT University 23
Microsoft Research 23
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
National University of Singapore 27
University of Arizona 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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