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Suggesting Points-of-Interest via Content-Based, Collaborative, and Hybrid Fusion Methods in Mobile Devices

Recommending venues or points-of-interest (POIs) is a hot topic in recent years, especially for... (more)

Towards Efficient Framework for Time-Aware Spatial Keyword Queries on Road Networks

The spatial keyword query takes as inputs a query location and a set of query keywords and returns the answer objects by considering both their... (more)

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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ACM Transactions on Information Systems (TOIS) is a scholarly journal that publishes previously unpublished high-quality scholarly articles in all areas of information retrieval.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
GeoMF++: Scalable Location Recommendation via Joint Geographical Modeling and Matrix Factorization

Location recommendation is an important means to help people discover attractive locations. However, extreme sparsity of user-location matrices leads to a severe challenge, so it is necessary to take implicit feedback characteristics of user mobility data into account and leverage location's spatial information. To this end, based on previously developed GeoMF, we propose a scalable and flexible framework, dubbed GeoMF++, for joint geographical modeling and implicit feedback based matrix factorization. We then develop an efficient optimization algorithm for parameter learning, which scales linearly with data size and the total number of neighbor grids of all locations. GeoMF++ can be well explained from two perspectives. First, it subsumes two-dimensional kernel density estimation so that it captures spatial clustering phenomenon in user mobility data; Second, it is strongly connected with widely-used neighbor additive models and graph Laplacian regularized models. We finally evaluate GeoMF++ on two large-scale LBSN datasets with respect to both warm-start and cold-start scenarios. The experimental results show that GeoMF++ consistently outperforms the state-of-the-arts and other competing baselines on both datasets in terms of NDCG and Recall. Besides, the efficiency studies show that GeoMF++ is much more scalable with the increase of data size and the dimension of latent space.

Automatically Learning Topics and Difficulty Levels of Problems in Online Judge Systems

In this paper, we take the initiative to study the learning behavioral characteristics of users on online judge systems, which are open, competitive, and self-regulated. We propose to automatically mine subject and difficulty information for problems based on users' learning trace data. An OJ system maintains a large pool of problems related to some specific domain, typically organized by volume. By performing careful data analysis, we have observed two major learning modes (i.e., patterns) of users on OJ systems with the volume organization, namely volume-consecutive and subject-consecutive. It has been found that although the problems from the same subject are distributed across multiple volumes, the users are indeed able to spontaneously identify problems from the same subject for practice. Our observation can find relevance and support in classic educational psychology. To capture the two learning modes, we propose a novel two-mode Markov topic model. For estimating the difficulty of problems, we further propose a subject-aware competition-based expertise model based on the learned topic information. Extensive experiments on three large online judge datasets have demonstrated the effectiveness of our approach in three different tasks, including skill topic extraction, expertise competition prediction and problem recommendation

Unsupervised Learning of Parsimonious General-Purpose Embeddings for User and Location Modelling

Many social network applications depend on robust representations of spatio-temporal data. In this work, we present an embedding model based on feed-forward neural networks which transforms social media check-ins into dense feature vectors encoding geographic, temporal, and functional aspects for modelling places, neighborhoods, and users. We employ the embedding model in a variety of applications including location recommendation, urban functional zone study, and crime prediction. For location recommendation, we propose a Spatio-Temporal Embedding Similarity algorithm (STES) based on the embedding model. In a range of experiments on real life data collected from Foursquare, we demonstrate our models effectiveness at characterizing places and people and its efficacy in aforementioned problem domains. Finally, we select eight major cities around the globe and verify the robustness and generality of our model by porting pre-trained models from one city to another, and thereby alleviating the need for costly local training.

Exploiting User and Venue Characteristics for Fine-grained Tweet Geolocation

Which venue is a tweet posted from? We referred this as the fine-grained geolocation problem. To solve this problem, we extensively study venue and user characteristics in Twitter, using tweets that are tied to posting venues. For venues, we observe spatial homophily where venues near each other tend to have more similar tweet content, compared to venues further apart. For users, we observe that they are spatially focused and more likely to visit venues spatially near the venues they have previously visited. We also find that a substantial proportion of users post one or more geocoded tweet(s), thus providing their location history data. We then propose a set of geolocation models to leverage on the mentioned user and venue characteristics. We also exploit venue temporal popularity, whereby venues differ in popularity at different times of the day. Our models rank candidate venues of test tweets such that the actual posting venue is ranked high. To better tune the model parameters, we introduce a learning to rank framework. Our best performing model incorporates all the mentioned characteristics and significantly outperforms state of the art baselines. Furthermore, we show that tweets without any location-indicative words can be geolocated meaningfully as well.

The Characteristics of Voice Search: Comparing Spoken with Typed-in Mobile Web Search Queries

The growing popularity of mobile search and the advancement in voice recognition technologies have opened the door for web search users to speak their queries rather than type them. While this kind of voice search is still in its infancy, it is gradually becoming more widespread. In this paper, we report a comprehensive voice search query log analysis of a commercial web search engines mobile application. We compare voice and text search by various aspects, with special focus on the semantic and syntactic characteristics of the queries. Our analysis suggests that voice queries focus more on audio-visual content and question answering and less on social networking and adult domains. In addition, voice queries are more commonly submitted on the go. We also conduct an empirical evaluation showing that the language of voice queries is closer to natural language than the language of text queries. Our analysis points out further differences between voice and text search. We discuss the implications of these differences for the design of future voice-enabled web search tools.

Selective Cluster Presentation on the Search Results Page

Web search engines present, for some queries, a cluster of results from the same specialized domain (vertical) on the search results page (SERP). We introduce a comprehensive analysis of the presentation of such clusters from seven different verticals, based on the logs of a commercial web search engine. This analysis reveals several unique characteristics, such as size, rank, and clicks, of result clusters from community question and answering websites. The study of properties of this result cluster, specifically, as part of the SERP, has received little attention in previous work. Our analysis also motivates the pursuit of a long-standing challenge in ad hoc retrieval, namely selective cluster retrieval. In our setting, the specific challenge is to select for presentation the documents most highly ranked either by a cluster-based approach (namely, those in the top-retrieved cluster) or by a document-based approach. We address this classification task by representing queries with features based on those utilized for ranking the clusters, query performance predictors, and properties of the document clustering structure. Empirical evaluation performed with TREC data shows that our approach outperforms a recently proposed state-of-the-art cluster-based document retrieval method, as well as state-of-the-art document retrieval methods which do not account for inter-document similarities.

CO2: Inferring Personal Interests From Raw Footprints by Connecting the Offline World with the Online World

User-generated trajectories (UGT), such as travel records from bus companies, capture rich information of human mobility in the offline world. However, some interesting applications of these raw footprints have not been well exploited due to the lack of textual information to infer the subject's personal interests. Although there are rich semantic information contained in the user-generated contents (STUGC) published in the online world, such as Twitter, less effort has been made to utilize these information to facilitate the interest discovery process. In this paper, we design an effective probabilistic framework named CO2 to connect the offline world with the online world in order to discover the users' interests directly from their raw footprints in UGT. CO2 first infers the trip intentions by utilizing the semantic information in STUGC, and then discovers the user interests by aggregating the intentions. To evaluate the effectiveness of CO2, we use two large-scale real world datasets as a case study and further conduct a questionnaire survey to show the superior performance of CO2. In our preliminary study, we briefly introduce the overall idea of CO2. In this paper, we present a thorough analysis of CO2 for the first time, including the model inference procedure, the complexity analysis, the related work and the extensive experiments.

Explicit Diversification of Event Aspects for Temporal Summarization

During major events, such as emergencies and disasters, a large volume of information is reported on newswire and social media platforms. Temporal summarization (TS) approaches are used to automatically produce concise overviews of such events, by extracting text snippets from related articles over time. Current TS approaches rely on a combination of event relevance and textual novelty for snippet selection. However, for events that span multiple days, textual novelty is often a poor criterion for selecting snippets, since many snippets are textually unique, but are semantically redundant or non-informative. In this paper, we propose a framework for the diversification of snippets using explicit event aspects, building upon recent works in search result diversification. In particular, we first propose two techniques to identify explicit aspects that a user might want to see covered in a summary for different types of event. We then extend a state-of-the-art explicit diversification framework to maximize the coverage of these aspects when selecting summary snippets for unseen events. Through experimentation over the TREC TS 2013, 2014 and 2015 datasets, we show that explicit diversification for temporal summarization significantly outperforms classical novelty-based diversification, as the use of explicit event aspects reduces the amount of redundant and off-topic snippets returned, while also increasing summary timeliness.

Bibliometrics

Publication Years 1983-2017
Publication Count 699
Citation Count 21828
Available for Download 699
Downloads (6 weeks) 4604
Downloads (12 Months) 40861
Downloads (cumulative) 773625
Average downloads per article 1107
Average citations per article 31
First Name Last Name Award
Mark S Ackerman ACM Fellows (2013)
Charu Chandra Aggarwal ACM Fellows (2013)
Ricardo A Baeza-Yates ACM Fellows (2009)
Hal Berghel Outstanding Contribution to ACM Award (2000)
ACM Fellows (1998)
ACM Distinguished Service Award (1996)
Elisa Bertino ACM Fellows (2003)
Alan W Biermann ACM Fellows (2000)
Daniel Bobrow ACM Fellows (1994)
ACM Software System Award (1992)
ACM Programming Systems and Languages Paper Award (1974)
Kellogg S. Booth ACM Distinguished Member (2009)
ACM Senior Member (2009)
Alan H Borning ACM Fellows (2001)
Stuart K. Card ACM Fellows (2000)
David Carmel ACM Distinguished Member (2016)
John Carroll ACM Fellows (2003)
Carlos A. Castillo ACM Senior Member (2014)
Hsinchun Chen ACM Fellows (2015)
Ming-Syan Chen ACM Fellows (2006)
Charles L A Clarke ACM Distinguished Member (2015)
Fabio Crestani ACM Senior Member (2009)
Bruce Croft ACM Fellows (1997)
Ernesto Damiani ACM Distinguished Member (2008)
Paul Dourish ACM Fellows (2015)
Susan T Dumais ACM Athena Lecturer Award (2014)
ACM Fellows (2006)
Clarence A Ellis ACM Fellows (1998)
Ahmed Elmagarmid ACM Fellows (2012)
ACM Distinguished Member (2009)
Deborah Estrin ACM Athena Lecturer Award (2006)
ACM Fellows (2000)
Christos Faloutsos ACM Fellows (2010)
Elena Ferrari ACM Distinguished Member (2011)
Gerhard Fischer ACM Fellows (2009)
Edward Fox ACM Fellows (2017)
Ophir Frieder ACM Fellows (2005)
Alvaro Barreiro Garcia ACM Senior Member (2009)
Hector Garcia-Molina ACM Fellows (1997)
Lee Giles ACM Fellows (2006)
Calvin C. Gotlieb Outstanding Contribution to ACM Award (2011)
ACM Presidential Award (2002)
ACM Fellows (1994)
Georg Gottlob ACM Fellows (2007)
Irene Greif ACM Fellows (1997)
Jonathan Grudin ACM Fellows (2012)
Laura M Haas ACM Fellows (2006)
Wendy Hall Outstanding Contribution to ACM Award (2014)
ACM Fellows (2010)
Jiawei Han ACM Fellows (2003)
Jonathan L Herlocker ACM Software System Award (2010)
Djoerd Hiemstra ACM Senior Member (2009)
Eric Horvitz ACM AAAI Allen Newell Award (2015)
ACM Fellows (2014)
Xian-Sheng Hua ACM Distinguished Member (2015)
ACM Senior Member (2009)
Tiejun Huang ACM Senior Member (2013)
Xiangji Huang ACM Distinguished Member (2017)
ACM Senior Member (2016)
Yannis E Ioannidis ACM Fellows (2004)
Robert J.K. Jacob ACM Fellows (2016)
Bernard Jansen ACM Senior Member (2017)
Matthias Jarke ACM Fellows (2013)
Christian S. Jensen ACM Fellows (2011)
Thorsten Joachims ACM Fellows (2014)
Min-Yen Kan ACM Senior Member (2009)
David Karger ACM Fellows (2009)
ACM Doctoral Dissertation Award (1994)
Won Kim ACM Distinguished Service Award (2001)
Jon Kleinberg ACM AAAI Allen Newell Award (2014)
ACM Fellows (2013)
ACM Prize in Computing (2008)
Joseph A Konstan ACM Software System Award (2010)
ACM Fellows (2008)
ACM Distinguished Member (2006)
Wessel Kraaij ACM Distinguished Member (2017)
ACM Senior Member (2007)
Robert Kraut ACM Fellows (2011)
Michael E Lesk ACM Fellows (1996)
Yiqun Liu ACM Senior Member (2016)
Raymond A Lorie ACM Fellows (2000)
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 Fellows (2013)
ACM Distinguished Member (2010)
Jock D Mackinlay ACM Distinguished Member (2013)
David Maier ACM Fellows (1998)
Gary Marchionini ACM Senior Member (2008)
Satoshi Matsuoka ACM Fellows (2011)
ACM Gordon Bell Prize
Tokyo Institute of Technology (2011)
Kathryn Mckinley ACM Fellows (2008)
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)
Eliot Moss ACM Fellows (2007)
Brad A Myers ACM Fellows (2005)
Mario A Nascimento ACM Senior Member (2007)
Hwee Tou Ng ACM Distinguished Member (2010)
Dianne P O'Leary ACM Distinguished Member (2006)
ACM Fellows (2006)
Gary M Olson ACM Fellows (2007)
Judith S Olson ACM Athena Lecturer Award (2011)
ACM Fellows (2008)
M. Tamer Ozsu ACM Fellows (2006)
Randy Pausch ACM Fellows (2007)
ACM Karl V. Karlstrom Outstanding Educator Award (2007)
David Peleg ACM Fellows (2016)
David M Pennock ACM Senior Member (2006)
Manuel A. Perez-Quinones ACM Senior Member (2017)
Roy F Rada ACM Fellows (1995)
Vijay V Raghavan ACM Distinguished Member (2012)
Venkat P Rangan ACM Fellows (1998)
Paul J Resnick ACM Software System Award (2010)
John T Riedl ACM Software System Award (2010)
ACM Fellows (2009)
ACM Distinguished Member (2007)
George G Robertson ACM Fellows (2001)
S E Robertson ACM Fellows (2013)
Michael Rung-Tsong Lyu ACM Fellows (2015)
Daniela Rus ACM Fellows (2014)
Mehran Sahami ACM Presidential Award (2014)
Fabio A. Schreiber ACM Senior Member (2012)
Robert P. Schumaker ACM Senior Member (2012)
Dennis E Shasha ACM Fellows (2013)
Frank Shipman ACM Distinguished Member (2009)
Ben Shneiderman ACM Fellows (1997)
Padhraic Smyth ACM Fellows (2013)
Michael Stonebraker ACM A. M. Turing Award (2014)
ACM Fellows (1994)
ACM Software System Award (1988)
Jie Tang ACM Senior Member (2017)
Richard N Taylor ACM Fellows (1998)
Jaime Teevan ACM Senior Member (2012)
Douglas B Terry ACM Fellows (2008)
Loren Terveen ACM Distinguished Member (2009)
Frank Wm Tompa ACM Fellows (2010)
C J Van Rijsbergen ACM Fellows (2003)
Ellen M Voorhees ACM Distinguished Member (2009)
Roy Want ACM Fellows (2005)
Michele Weigle ACM Senior Member (2017)
Daniel Weld ACM Fellows (2005)
Kyu-Young Whang ACM Fellows (2009)
Steve Whittaker ACM Fellows (2014)
Jennifer Widom ACM Athena Lecturer Award (2015)
ACM Fellows (2005)
Terry Winograd ACM Fellows (2009)
Ian Witten ACM Fellows (1996)
Xing Xie ACM Senior Member (2010)
Hui Xiong ACM Distinguished Member (2014)
ACM Senior Member (2010)
Qiang Yang ACM Fellows (2017)
ACM Distinguished Member (2011)
Akinori Yonezawa ACM Fellows (1999)
Philip S Yu ACM Fellows (1997)
Stanley Zdonik ACM Fellows (2006)
Shumin Zhai ACM Fellows (2010)
ACM Distinguished Member (2006)
Zhi-Hua Zhou ACM Fellows (2016)
ACM Distinguished Member (2013)
ACM Senior Member (2011)
Zhi-Hua Zhou ACM Fellows (2016)
ACM Distinguished Member (2013)
ACM Senior Member (2011)

First Name Last Name Paper Counts
Tatseng Chua 12
William Croft 9
Justin Zobel 8
Hsinchun Chen 8
Norbert Fuhr 7
Maarten De Rijke 7
Bin Cui 7
Gonzalo Navarro 6
Stavros Christodoulakis 6
Alistair Moffat 6
Hector Garcia-Molina 6
Hengtao Shen 6
Kalervo Järvelin, 5
Oren Kurland 5
Dennis Tsichritzis 5
Waynexin Zhao 5
Liqiang Nie 5
Zi Huang 5
John Gould 5
Thomas, Malone 5
Roger King 5
John Leggett 4
Mark Sanderson 4
Ophir Frieder 4
Jianyun Nie 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
Falk Scholer 4
Jimmy Lin 4
Ryen White 4
Swapan Parui 3
Nicola Ferro 3
Dawei Song 3
Luis Gravano 3
Elisa Bertino 3
Abdur Chowdhury 3
Joseph Konstan 3
Alexander Tuzhilin 3
Amihai Motro 3
Hongzhi Yin 3
Kumyew Lai 3
Heikki Keskustalo 3
Luo Si 3
Nieves Brisaboa 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
Fernando Diaz 3
David Carmel 3
Simon Gibbs 3
William Cohen 3
Pavel Zezula 3
Edleno De Moura 3
Cornelis Van Rijsbergen 3
Shmuel Klein 3
Jamie Callan 3
Ben Shneiderman 3
Wai Lam 3
Gary Marchionini 3
Hannah Bast 3
Xiangji Huang 2
Huanbo Luan 2
Lucy Suchman 2
Tieyan Liu 2
Zhiping Gu 2
Christopher Higgins 2
Antonio Siochi 2
Steven Beitzel 2
Katsumi Tanaka 2
Elena Baralis 2
Paolo Garza 2
Scott Hudson 2
Joemon Jose 2
Mansur Kabuka 2
Nicole Yankelovich 2
Hanghang Tong 2
Edward Dang 2
Claudio Carpineto 2
Chirag Shah 2
Shane Culpepper 2
Nat Ballou 2
Waihong Chan 2
Shipeng Li 2
Hui Yang 2
Gautam Pant 2
Jonathan Grudin 2
Hui Xiong 2
Jian Cao 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
Raymond Panko 2
Robert Krovetz 2
Charles Wiecha 2
Seungwon Hwang 2
Warren Greiff 2
Fazli Can 2
Vijay Raghavan 2
Gao Cong 2
Pasquale Savino 2
Hady Lauw 2
Eepeng Lim 2
Hongyan Liu 2
Yong Yu 2
Nicola Tonellotto 2
Richard Furuta 2
Neil Rowe 2
Stephen Boies 2
Jiantao Sun 2
Hideki Koike 2
Robert Capra 2
Massimo Melucci 2
Shangsong Liang 2
Dongxiang Zhang 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
Xing Xie 2
Marcel Reinders 2
Giovanni Romano 2
Dimitris Papadias 2
Jorge Garza 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
Daniel Zeng 2
David Hawking 2
Mark Carman 2
Carson Woo 2
Stuart Middleton 2
Thorsten Joachims 2
Jirong Wen 2
David Hicks 2
Michael Lyu 2
Jialie Shen 2
Clyde Giles 2
Sudha Ram 2
Padmini Srinivasan 2
Rossano Venturini 2
Guandong Xu 2
Weiyi Meng 2
Emine Yilmaz 2
Jaime Teevan 2
Raymond Lau 2
Laurence Park 2
Fred Damerau 2
Keke Chen 2
Nick Craswell 2
Nicholasjing Yuan 2
Jie Tang 2
Nigel Shadbolt 2
Howard Turtle 2
Qiang Zhu 2
Kotagiri Ramamohanarao 2
Wanda Orlikowski 2
Iadh Ounis 2
William Webber 2
Hong Cheng 2
Zongyang Ma 2
Anna Shtok 2
David Vallet 2
Barbara Pernici 2
Carmel Domshlak 2
Leefeng Chien 2
Antonio Fariña, 2
Zhaohui Zheng 2
Gediminas Adomavicius 2
Claudio Lucchese 2
Jinxi Xu 2
Liang Hu 2
Shibing Yao 2
Clayton Lewis 2
Xiaojun Wan 2
Milad Shokouhi 2
William Jones 2
Peter Bruza 2
Gordon Cormack 2
Jaana Kekäläinen 2
Arjen De Vries 2
Yoelle Maarek 2
Roi Blanco 2
Mounia Lalmas 2
Dongxiang Zhang 2
Dou Shen 2
John Mylopoulos 2
Paul Stotts 2
George Fitzmaurice 2
Anthony Kaye 2
Qiang Yang 2
Olivia Sheng 2
John Schnase 2
Liqiang Nie 2
Charles Clarke 2
Douglas Terry 2
Jennifer Widom 2
İsmail Altıngövde 2
Ronan Cummins 2
Maria Fugini 2
Aixin Sun 2
Mark Chignell 2
Alan Hevner 2
Rong Jin 2
Eric Jensen 2
Edward Chang 2
Juanzi Li 2
Panagiotis Ipeirotis 2
Sakti Pramanik 2
Jiaul Paik 2
Mandar Mitra 2
Essam El-Kwae 2
Hochung Wu 2
John Carroll 2
Loren Terveen 2
Tao Mei 2
Quan Yuan 2
Lulwah Alkwai 1
Iadh Ounis 1
Heshaam Faili 1
Terri Hedgpeth 1
Maria Sapino 1
Kianlee Tan 1
Deborah Barreau 1
Neill Kipp 1
José Gómez Hidalgo 1
William Bennett 1
Mark Linton 1
Chengqi Zhang 1
Bruno De Araujo 1
Cornelis Van Rijsbergen 1
James Farber 1
Susan Ehrlich 1
Jonathan Slocum 1
Marko Rodriguez 1
Bruce Ballard 1
Guy Hochgesang 1
Guirong Xue 1
Robert Schumaker 1
Marc Bron 1
Sara Comai 1
Elizabeth Chang 1
George Herman 1
Fabio Schreiber 1
Yu Sun 1
Patrick Martin 1
Allen Condit 1
James Donahue 1
Peter Knees 1
Arab Salem 1
Xue Li 1
Xin Yan 1
Hongyan Liu 1
Huoran Li 1
Feng Feng 1
Cheng Yang 1
Philip Yu 1
Xiangnan He 1
Yuanchun Li 1
Yao Guo 1
David Dupplaw 1
Nadene Lynn 1
Antonin Guttman 1
Brigitte Bigi 1
Hsiaowuen Hon 1
Tora Bikson 1
Gondy Leroy 1
Yuan Yao 1
Carol Lochbaum 1
Daniel Robey 1
Hal Berghel 1
Antonella Zanzi 1
Laura Haas 1
Yi Chang 1
Xuanzhe Liu 1
Da Cao 1
Lejian Liao 1
Huiting Hong 1
Srinandan Dasmahapatra 1
M Scerbo 1
Robert Allen 1
Douglas Brotz 1
Maria De Oliveira 1
Gary Nutt 1
Dashiell Kolbe 1
Diane Kelly 1
Munmun De Choudhury 1
Ajita John 1
Eyal Krikon 1
Yiming Yang 1
Yiyu Yao 1
S Wong 1
Airi Salminen 1
Tomás Isakowitz 1
Charles Paddock 1
João Magalhães 1
Stefan Rüger 1
Eero Eloranta 1
W Croft 1
Samuel Huston 1
Hui Fang 1
Tomchao Zhou 1
David Vallet 1
Harvey Brightman 1
Chris Horner 1
Andrew Whitsitt 1
Tomas Saulys 1
Steven Smith 1
Blake Dworaczyk 1
Juifeng Yeh 1
Eugene Guglielmo 1
Michael Schrefl 1
Xin Fu 1
Alexandra Poulovassilis 1
Mark Levene 1
Pamela Ludford 1
Rosie Jones 1
Yiliang Zhao 1
Hao Ma 1
Bingjun Sun 1
Ari Pirkola 1
Alex Borgida 1
Peter Hibbard 1
John Cookson 1
Mark Steyvers 1
Sergio Greco 1
Debby Hindus 1
James Coombs 1
Aleksander Kołcz 1
Chunghsien Wu 1
Gang Tian 1
Siyuan Zhou 1
Yexun Zhang 1
Hyowon Lee 1
Zheng Ye 1
Jianying Wang 1
Pertti Vakkari 1
Ornan Gerstel 1
Kalyankumar Datta 1
Xiao Fang 1
Susan Star 1
Quan Wang 1
Riccardo Ortale 1
James Davison 1
Margaret Connell 1
Andreas Broschart 1
Venkataraman Ramesh 1
Nicholas Evans 1
Jan Cernocku 1
Gwang Jung 1
Abdul Shariff 1
Robert, Benjamin 1
Peter Lyngbæk 1
Almer Tigelaar 1
Gad Markovits 1
Jay Banerjee 1
Bruce Schuchardt 1
A Pathria 1
Christian Jensen 1
Gabriela Csurka 1
Stéphane Clinchant 1
Hsinchun Chen 1
Yuanhua Lv 1
Daqing He 1
Dongyi Guan 1
Jianguo Wang 1
Ana Cerdeira-Pena 1
Xiaoguang Liu 1
Christer Hulten 1
Lawrence Lefkowitz 1
Gabriella Kazai 1
Monica Sleumer 1
Shimon Whiteson 1
Fabrizio Sebastiani 1
Qi Guo 1
Seyedeh Sadeghi 1
Eddy Maddalena 1
Jie Shao 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
Randy Pausch 1
Yutaka Kataoka 1
Jingjing Zhang 1
Emmet Whitehead 1
Tianjun Fu 1
Andreas Paepcke 1
Weiqing Wang 1
Paolo Ciaccia 1
Randolph McAfee 1
Andrew Whinston 1
Paul Klose 1
Yuanfeng Song 1
Domenico Dato 1
Dingyu Yang 1
Cristina Sernadas 1
Shumin Zhai 1
Daniel Weld 1
Chihfong Tsai 1
Hong Yu 1
Robert Jacob 1
Jeffreyjunfeng Pan 1
Kevin Arthur 1
Colin Ware 1
Stephen Wong 1
Chen Zhang 1
Bing Pan 1
Xiang Li 1
Huiling Zhang 1
Shan Wang 1
Piero Molino 1
Siyu Qiu 1
Martha Szczur 1
Yating Zhang 1
Ahmad Al Sallab 1
Kenneth Grant 1
Su Yan 1
Liu Wenyin 1
Michael Lesk 1
Zhaochun Ren 1
Lei Hou 1
Giulio Pibiri 1
Masumi Shirakawa 1
Rodrygo Santos 1
Dawei Song 1
Alex Bocharov 1
Gabriele Tolomei 1
Mehmet Dönderler 1
Kasim Candan 1
Wenhsiang Lu 1
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Tiziano Fagni 1
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Robert Kraut 1
Samuel Epstein 1
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M Markus 1
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Karen Ruhleder 1
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Anthony LaMarca 1
John Lamping 1
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Tharam Dillon 1
Prasanna Ganesan 1
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Cristiana Bolchini 1
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Hongning Wang 1
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Yuvraj Agarwal 1
Paolo Boldi 1
Paul Lewis 1
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Dorée Seligmann 1
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Ben He 1
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Adam Cannane 1
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Sinnojialin Pan 1
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Haizhou Li 1
Yoram Singer 1
Marco Ferrante 1
Jing Zhang 1
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Fei Cai 1
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Ling Liu 1
M Albakour 1
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Le Song 1
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Ping Li 1
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Paul Over 1
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Ming Liu 1
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Gang Wu 1
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Roy Want 1
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QingPing Tan 1
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A Dong 1
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Ya Zhang 1
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Ida Mele 1
M Papa 1
Yonghong Tian 1
Shoaib Jameel 1
Tiancheng Lou 1
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Jiaul Paik 1
Clarence, Ellis 1
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Jaap Kamps 1
Wop Nawijn 1
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Dirk Bahle 1
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Jiawei Han 1
Lei Zhu 1
AlBing Rao 1
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Yi Chang 1
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Paul Thistlewaite 1
Jerry Farrell 1
Shuaiqiang Wang 1
N Vujovic 1
Dragana Brzakovic 1
Liming Ren 1
Philip YU 1
Clement Yu 1
Oren Etzioni 1
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Massimo Santini 1
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Charles McClellan 1
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Xiangyu Wang 1
Jintae Lee 1
Frank Hopfgartner 1
Ofer Egozi 1
Evgeniy Gabrilovich 1
Douglas Vogel 1
Alexander Hars 1
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S Suthasinekul 1
Jian Su 1
Xiaobing Xue 1
Padhraic Smyth 1
Gary Olson 1
Judith Olson 1
Chris Schmandt 1
Hiroshi Ishii 1
Minoru Kobayashi 1
Tim Bray 1
Tung Bui 1
Liqun Ruan 1
Ralf Keller 1
Yufei Tao 1
Viktor Prasanna 1
Dipasree Pal 1
Longbing Cao 1
Richard Connor 1
Andrew Turpin 1
Roberto Konow 1
Amel Bouzeghoub 1
Wassim El-Hajj 1
Qifan Wang 1
Hongwei Liang 1
Khaled Shaban 1
Norman Delisle 1
Luca Cagliero 1
Stan Lanning 1
ShiHuo Chang 1
Hongjian Yang 1
Deborah Estrin 1
Ali Vardasbi 1
Yuexian Hou 1
Jongwook Kim 1
Qing Li 1
Milad Shokouhi 1
Steven Hoi 1
Jie Shao 1
Rafi Nachmias 1
David Elsweiler 1
Mark Baillie 1
Hsijian Lee 1
John Lafferty 1
Uffe Wiil 1
Célia Dos Santos 1
Qiang Xue 1
Carole Hafner 1
Moshe Zloof 1
Vance Waddle 1
Maria Hanrahan 1
Geoff Walsham 1
Jiajun Liu 1
Calvin Gotlieb 1
Dan Moldovan 1
Tsongli Wang 1
Fabio Salice 1
Jian 1
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Kazem Taghva 1
Mary Rosson 1
Jonathan Cohen 1
Timo Raita 1
Xing Xie 1
Xuan Song 1
Senzhang Wang 1
Xin Li 1
Aleksandr Farseev 1
Sana Hamdi 1
Teekiah Chia 1
G Chen 1
Augusto Celentano 1
Andruid Kerne 1
Eunyee Koh 1
Sushil Jajodia 1
Hung Nguyen 1
Brigitte Rock 1
Georg Gottlob 1
Jon Gulla 1
Jiajia Huang 1
Maria Maistro 1
Xiaoming Zhang 1
Marie Moens 1
Jimmyxiangji Huang 1
Yu Duan 1
Wenbin Cai 1
Junyu Xuan 1
Loc Do 1
Noel O'Connor 1
Wenwu Zhu 1
Shaowei Liu 1
Michael Siegel 1
Anni Järvelin 1
Artur Pessoa 1
Shay Kutten 1
Marcin Kaszkiel 1
Mathew Palakal 1
Radford Neal 1
Javier Tejedor 1
Igor Szöke 1
Jay Israel 1
Ronald Rice 1
Meng Wang 1
Djoerd Hiemstra 1
Xudong Zhang 1
Dongdong Shan 1
Aditya Pal 1
Susanna Barber 1
Eileen Trauth 1
Maria Theodoridou 1
David Choy 1
Roberto Zicari 1
Lidong Bing 1
Zhiyong Cheng 1
Xuemeng Song 1
Qing Li 1
Anagha Kulkarni 1
Haoyu Wang 1
Jason Hong 1
Sebastiano Vigna 1
John Guiver 1
Salvatore Garruzzo 1
Michael Stonebraker 1
Paulo Masiero 1
Marcelo Turine 1
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Frederik Transier 1
Matteo Dell'Amico 1
Licia Capra 1
Sholom Weiss 1
Woojin Paik 1
Wendy Lehnert 1
Thomas Lynam 1
Peter Sander 1
Andreas Oberweis 1
Rui Chen 1
Sen Zhang 1
Yariv Aridor 1
Dave Straube 1
Andrea Tagarelli 1
ChengSeen Ho 1
Frank Walker 1
Xiaofeng Zhu 1
Javed Mostafa 1
Anne Loomis 1
Bernard Haan 1
Hweetou Ng 1
Philip Wu 1
Michael Mayo 1
Gang Hu 1
Berkant Cambazoglu 1
Ellen Voorhees 1
Zhuoxiang Chen 1
Sadegh Kharazmi 1
Tom Bruns 1
Stéphane Bressan 1
Chris Fox 1
Feza Baskaya 1
David Peleg 1
Mark Weal 1
Wendy Hall 1
Jinhan Kim 1
Carl Hewitt 1
James Allan 1
Zhen Yue 1
Gang Wang 1
Dawei Luo 1
Bart Dhoedt 1
Jingdong Wang 1
Zhiyong Wang 1
Siranush Radicati 1
Jonathan Herlocker 1
Carolyn Crouch 1
Raymond Ng 1
Steve Jones 1
Ioan Tăbuş 1
Thomas Little 1
Tsunghan Tsai 1
Wolfgang Effelsberg 1
Lifeng Jia 1
Charalampos Chelmis 1
Kianlee Tan 1
Xiaohui Xie 1
Zhongchen Miao 1
Wenjun Zhang 1
Fumin Shen 1
Lucia Vadicamo 1
Hengtao Shen 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
Francisco Lerch 1
Tomihisa Kamada 1
Matthew Conway 1
Kwokkee Wei 1
Long Jiang 1
Wei Chu 1
Xiaoyong Du 1
Chen Chang 1
Jonathan Hull 1
Di Jiang 1
Li Zhang 1
Jun Ma 1
Diane Strong 1
Cyrano Cabarrus 1
Ralf Jungclaus 1
Snehasis Mukhopadhyay 1
Jordi Turmo 1
Simon King 1
Sten Andler 1
Derek Oppen 1
Stephen Pollock 1
Philip Smith 1
Roberto Maiocchi 1
Hongfei Yan 1
Shengqing Hu 1
Hongtai Chou 1
David Maier 1
Seunghoon Na 1
Mengren Qian 1
Nan Du 1
Christina Lioma 1
Manuel Gomez-Rodriguez 1
Keunho Ryu 1
Manlung Yiu 1
Yizhou Sun 1
Bradley Skaggs 1
Karthik Raman 1
Mehrdad Mahdavi 1
Mehrnoush Shamsfard 1
Shiyang Lu 1
Anders Bjornerstedt 1
Maarten Marx 1
Andrea Esuli 1
Chengyu Hsieh 1
Clement Yu 1
Yi Zhou 1
Minlie Huang 1
Kai Chen 1
Jianhua He 1
Sai Wu 1
Peter Bailey 1
Ronald Lee 1
Cary Buchman 1
David Grossman 1
Jonathan Gibbons 1
Akinori Yonezawa 1
Richard Watson 1
Gaewon You 1
Youngin Song 1
Zaiqing Nie 1
Lihong Li 1
Venkat Rangan 1
Bernard Jansen 1
Thomas White 1
Charu Aggarwal 1
Paul Hart 1
Deborah Estrin 1
David Zeltzer 1
Vincent Barnes 1
Alan Borning 1
Zhuogang Li 1
Beverly Yang 1
Sriram Raghavan 1
Jock Mackinlay 1
George Robertson 1
Kangheng Wu 1
Kellogg Booth 1
Yunqi Sun 1
Jiandong Liang 1
Bernd Stahl 1
Marina Jirotka 1
Ruizhang Huang 1
Shingkit Chan 1
Kalina Bontcheva 1
Daniel Schwabe 1
Sara Morsy 1
Polly Brown 1
Starr Hiltz 1
Alberto Costa 1
Nicola Dell 1
Nima Asadi 1
Ben He 1
Kira Radinsky 1
Manuel Pérez-Quiñones 1
Ruth Beyth-Marom 1
Chris Buckley 1
John Smith 1
Hamish McAlpine 1
Michael Bernstein 1
Layne Watson 1
H Hartson 1
Sharon Greene 1
CheukHang Ng 1
Bradley Miller 1
Devika Subramanian 1
Gang Qian 1
Bozena Thompson 1
Frederick Thompson 1
Raymond Lorie 1
Yanzheng Wei 1
Keld Bødker 1
Christopher Fry 1
Michael Littman 1
Shazia Sadiq 1
Yongxin Tong 1
Shiwan Zhao 1
Zhumin Chen 1
Franco Nardini 1
Steven Miller 1
Gunter Saake 1
Mark Mydland 1
Sergey Melnik 1
Anders Mørch 1
Vasileios Hatzivassiloglou 1
Christopher Shaw 1
Ulla Merz 1
Helene Hembrooke 1
Hang Cui 1
Mihai Lupu 1
Luca Aiello 1
Wenhui Zhang 1
Jaime Arguello 1
Hazem Hajj 1
David Rosenblitt 1
Mayer Schwartz 1
Gregg Foster 1
L Leung 1
Yunhai Tong 1
Hua Lu 1
Michael Nelson 1
Michele Weigle 1
John Pollak 1
Longqi Yang 1
Chengkang Hsieh 1
Masoud Asadpour 1
Xiaozhao Zhao 1
Noa Gradovitch 1
John Shepherd 1
Amjad Daoud 1
Lenwood Heath 1
Max Van Kleek 1
Manuel De Buenaga 1
Deborah Hix 1
Timothy Hoad 1
Gerald Karam 1
Ravi Krishnamurthy 1
Yannis Drougas 1
Marimuthu Palaniswami 1
John Lusth 1
J Kelley 1
Gary Sockut 1
Mengchang Chen 1
Michael Salisbury 1
Karin Petersen 1
Michael Begeman 1
Jianping Fan 1
Elena Ferrari 1
Dennis Shasha 1
Joan Morrissey 1
Yaojing Wang 1
Feng Xu 1
Joel Remde 1
Dennis Egan 1
Rodrigo Botafogo 1
Calvin Lue 1
Jian Ma 1
Yong Rui 1
Xiaoming Zhang 1
Zhoujun Li 1
Xia Hu 1
W Wilbur 1
Joseph Kalash 1
Cheng Niu 1
Ulrich Pfeifer 1
Hari Sundaram 1
Peter Sanders 1
Elizabeth Liddy 1
Chidanand Apté 1
Richard Scamell 1
Changqing Zhou 1
Waiman Cheung 1
Avi Arampatzis 1
Jari Alasuvanto 1
Jialie Shen 1
Karl Mueller 1
Krishna Bharat 1
Tamer Özsu 1
Zhiqiang Toh 1
Murugappan Palaniappan 1
Khechai Sim 1
Raymond McCall 1
Frank Shipman 1
Yusheng Lai 1
Andrew Webb 1
Jie Han 1
Debra Gash 1
Jing Bai 1
Mehran Sahami 1
Joanne Claussen 1
Mark Weiser 1
Thomas Landauer 1
Louis Gomez 1
Dario Lucarella 1
Engin Demir 1
Peter Schwarz 1
Anthony Tomasic 1
José San Pedro 1
Tim Pohle 1
Hang Li 1
Gang Huang 1
Ruihua Song 1
Ryosuke Shibasaki 1
Tao Li 1
Ryutaro Adachi 1
Yuxiao Dong 1
Yang Yang 1
Lifang He 1
Zhiqiu Huang 1
Stefano Mizzaro 1
Peter Schäuble 1
Author index 1
Shimon Schocken 1
Murray Mazer 1
Elisa Quintarelli 1
Yunjun Gao 1
Gang Chen 1
Bo Yang 1
Xiansheng HUA 1
Xiaofeng Guan 1
Kuochu Lee 1
Shaul Markovitch 1
Walid Magdy 1
Robert Nicholson 1
Il Im 1
Yangchang Hong 1
M Rashidian 1
Michal Rosen-Zvi 1
Chaitanya Chemudugunta 1
Marianne Storrøsten 1
Lise Getoor 1
Thang Dinh 1
Eileen Abels 1
Hua Wang 1
Qianqian Xie 1
Xiao Bai 1
Ioannis Arapakis 1
Cong Ma 1
Jie Lu 1
Barry Smyth 1
Chinhui Lee 1
Stuart Madnick 1
Udo Kruschwitz 1
Miamaria Saastamoinen 1
Kaiqi Zhao 1
Prasenjit Majumder 1
David Millard 1
Goffredo Haus 1
Alberto Pinto 1
Sanghoon Lee 1
Elihu Gerson 1
Jun Xu 1
Hang Li 1
Gianni Costa 1
Yisong Yue 1
Hao Chen 1
Shlomo Moran 1
Holger Meuss 1
Mark Ackerman 1
Saturnino Luz 1
Dong Wang 1
Robert Mack 1
Aditya Pal 1
Franklin Harper 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
E Fiume 1
Mark Hornick 1
Alan Purdy 1
Ralf Güting 1
Margrethe Olson 1
Edward Sciore 1
Diklun Lee 1
Tiejun Huang 1
Jon Kleinberg 1
Helen Nissenbaum 1
Min Peng 1
Wang Gao 1
Guidong Zheng 1
Ana Freire 1
Lei Chen 1
Chenliang Li 1
Wenquan Wang 1
Muhammad Ibrahim 1
Lei Shi 1
Jun Miao 1
Sheng Gao 1
Shiqiang Yang 1
Satya Rachakonda 1
Catherine Plaisant 1
Ying Lu 1
Michael Cole 1
Sanna Kumpulainen 1
Michael Chau 1
Francisco Claude 1
Ángeles Places 1
Elad Yom-Tov 1
Klaus Schulz 1
Ben Carterette 1
Weigang Wang 1
Piotr Sankowski 1
Yogen Dalal 1
Kaveh Pahlavan 1
Robert Neches 1
Fiana Raiber 1
Zhengjun Zha 1
Stephanie Haas 1
Stefano Leonardi 1
Mary Culnan 1
Xin Cao 1
Taklam Wong 1
Sicong Zhang 1
Jiancong Tong 1
Zhongzhi Shi 1
Parvaz Mahdabi 1
Lars Söderlund 1
Matts Ahlsen 1
Pierre Genevès 1
Nabil Layaïda 1
Nevenka Dimitrova 1
Katja Hofmann 1
Dick Bulterman 1
Casper Petersen 1
Minghao Piao 1
Olivier Van Laere 1
George Awad 1
Wessel Kraaij 1
Christopher Jones 1
Ling Chen 1
George Karypis 1
Mukund Deshpande 1
Miro Lehtonen 1
Mansaint Yuen 1
Gergely Korodi 1
Shahana Sen 1
Shengyang Li 1
Yuchen Li 1
Franco Cardillo 1
Alejandro López-Ortíz 1
Michael Graves 1
Daniel Berry 1
Alan Biermann 1
Carolyn Stanley 1
Norbert Janssen 1
Jinsoo Park 1
Yeyi Wang 1
Mstislav Maslennikov 1
Yimin Wei 1
Hongjun Lu 1
Aldong Zhang 1
Yannis Vassiliou 1
Hiroshi Kuribayashi 1
Rajiv Choudhary 1
Robert DeLine 1
Richard Taylor 1
Siddharth Kaza 1
John Limb 1
Caroline Eastman 1
Jørgen Bansler 1
Michael Novak 1
Shima Gerani 1
Sargur Srihari 1
Nathan Griffiths 1
Jia Chen 1
Qin Jin 1
Shenghua Bao 1
Jari Veijalainen 1
Celia Romm 1
Longbing Cao 1
Qiao Qian 1
Hongyuan Zha 1
Long Guo 1
Paul Thomas 1
Alan Katz 1
Joyce Reynolds 1
Gregory Finn 1
Jonathan Postel 1
Linda Fineman 1
Melody Ivory 1
Kermit Gilbert 1
Arno Peels 1
Xiao Li 1
Finley Lacatusu 1
Satoshi Matsuoka 1
Shin Takahashi 1
Prasun Dewan 1
Jun He 1
Venkat Gudivada 1
Ramesh Choudhari 1
Allison Powell 1
Victor Sanchez 1
O Wu 1
Thomas Mastaglio 1
Richard Chimera 1
Vadims Krivcovs 1
Adam Edwards 1
Tuomas Talvensaari 1
Laura Granka 1
Georges Dupret 1
Geri Gay 1
My Thai 1
Sadok Yahia 1
Eva Jaho 1
Carlos Castillo 1
Ningnan Zhou 1
Qing Cui 1
Hanjun Dai 1
D Rama 1
George Karypis 1
Irene Greif 1
Julia Mayer 1
Xiaojun Quan 1
Alessandro Fiori 1
Daniel Bobrow 1
Stuart Weibel 1
Hong Shen 1
Xiaofei Guo 1
Roger Ehrich 1
Pierre Dupont 1
Christine Kincaid 1
Stephen Weyer 1
Zonghuan Wu 1
Cody Kwok 1
Won Kim 1
Rong Pan 1
Joyce Chai 1
Patrick Gallinari 1
Symeon Papadopoulos 1
Pasquale Lops 1
Roula Hobeica 1
Mike Graf 1
Gail Rein 1
Bin Gao 1
Chenyi Zhang 1
Adam Jatowt 1
Clarence Ellis 1
Quentin Jones 1
Kai Lei 1
Mark Dunlop 1
Udi Manber 1
Serge Belongie 1
Wenjie Li 1
Jianke Zhu 1
Ben Hicks 1
Kai Groβjohann 1
Marcos Gonçalves 1
John Vlissides 1
Manuel Maña-López 1
Sara Cohen 1
Kacheung Sia 1
Thomas Rölleke 1
Kurt Godden 1
Kyuyoung Whang 1
Carol Friedman 1
Carol Justus 1
Josiane Salaun 1
Art Ammann 1
Paula Sweeney 1
James Thornton 1
Kenneth Utting 1
Mihai Surdeanu 1
Chunhung Cheng 1
Ernesto Damiani 1
Trystan Upstill 1
Rui Zhang 1

Affiliation Paper Counts
Universidad de Vigo 1
Center For Research And Technology - Hellas 1
Nokia Corporation 1
American Chemical Society 1
Polytechnic Institute of Bari 1
San Francisco State University 1
Enel 1
University of Hamburg 1
University of New South Wales 1
Universidad de Santiago de Compostela 1
Fairleigh Dickinson University 1
University of 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
Universitat Pompeu Fabra 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
Shanghai Dianji University 1
Nanjing Audit University 1
OMRON Corporation 1
Acxiom Corporation 1
Universite de Lyon 1
Philips Healthcare Nederland 1
Fuji Xerox Co., Ltd. 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
Chemical Abstracts Service 1
MITRE Corporation 1
Norwegian University of Science and Technology 1
College of Charleston 1
INRIA Institut National de Rechereche en Informatique et en Automatique 1
Oregon State University 1
Institute of Information Science Academia Sinica Taiwan 1
University of Warsaw 1
University of Hawaii at Manoa 1
Aston University 1
Sun Microsystems 1
Federal University of Uberlandia 1
University of Pavia 1
University of Brescia 1
Bentley College 1
Dalhousie University 1
Queen's University, Kingston 1
Radboud University Nijmegen 1
RWTH Aachen University 1
Yonsei University 1
Beijing University of Posts and Telecommunications 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
Iona College 1
Texas A and M University System 1
University of Liverpool 1
Jadavpur University 1
Universite Paris 1 Pantheon-Sorbonne 1
Nokia Bell Labs 1
State University of New York College at Oneonta 1
University of Toledo 1
University of Greenwich 1
Pace University 1
Open University of Israel 1
University of Connecticut 1
University of Bari 1
Industrial Technology Research Institute of Taiwan 1
Beijing Normal University 1
Universite Claude Bernard Lyon 1 1
Shanghai University 1
Oak Ridge National Laboratory 1
National University of Defense Technology China 1
Roskilde University 1
University of Cincinnati 1
Rensselaer Polytechnic Institute 1
Nippon Telegraph and Telephone Corporation 1
Xidian University 1
Swiss Federal Institute of Technology, Zurich 1
Lakehead University 1
Emerson College 1
Shenzhen University 1
University of Liege 1
Missouri Botanical Garden 1
Universite Pierre et Marie Curie 1
Fluminense Federal University 1
Florida State University 1
Instituto de Engenharia de Sistemas e Computadores Investigacao e Desenvolvimento em Lisboa 1
University of Neuchatel 1
University of Quebec System 1
Bar-Ilan University 1
Hefei University of Technology 1
University of Helsinki 1
University of Haifa 1
University of Victoria 1
Courant Institute of Mathematical Sciences 1
Princeton University 1
University of Texas at Arlington 1
University of Manchester 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
Northwestern University 1
Technical University in Braunschweig 1
Fujitsu Ltd. 1
National Chung Cheng University 1
Weill Cornell Medical College 1
Institute of Information Science and Technologies, Pisa 1
AT&T Laboratories Florham Park 1
Federal University of Mato Grosso do Sul 1
Colorado State University 1
Nanjing University of Post and TeleCommunications 1
University of Vermont 1
University of Adelaide 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
Central China Normal University 1
Dartmouth College 1
Queensland University of Technology 1
Ohio University Athens 1
University of Dublin, Trinity College 1
Tunis-El Manar University, Faculty of Science 2
IBM, Egypt 2
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
Victoria University Melbourne 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
Xiamen University 2
University of Wisconsin Milwaukee 2
University of Calabria 2
IBM, USA 2
University of Notre Dame 2
Nanjing University of Aeronautics and Astronautics 2
Xerox Research Centre Europe 2
Aalborg University 2
University of Delaware 2
Waseda University 2
University of Iowa 2
Catholic University of Leuven, Leuven 2
University of Tokyo 2
University of Edinburgh 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
Democritus University of Thrace 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
Yahoo Research Barcelona 2
Max Planck Institute for Informatics 3
University of Essex 3
Virginia Commonwealth University 3
Los Alamos National Laboratory 3
University of Mannheim 3
The University of North Carolina at Charlotte 3
Universitat Politecnica de Catalunya 3
Old Dominion University 3
Australian National University 3
University of Kansas 3
University of Texas at Dallas 3
Georgia State 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
Chinese Academy of Sciences 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
New Jersey Institute of Technology 3
University of Tehran 3
Georgetown University 3
Osaka University 3
Dublin City University 3
University of Sydney 3
University of Udine 3
Universidad Autonoma de Madrid 3
University of Oxford 3
Ben-Gurion University of the Negev 3
University of California, Los Angeles 3
University of Pisa 3
University of Miami 3
University of Bath 3
Syracuse University 3
University of California, San Diego 3
University of Nevada, Las Vegas 3
Pontifical Catholic University of Rio de Janeiro 3
Naval Postgraduate School 3
National Center for Biotechnology Information 3
Aalto University 3
IBM China Company Limited 3
Federal University of Amazonas 4
University of Geneva 4
National Taiwan University 4
Delft University of Technology 4
University of Montreal 4
Ca' Foscari University of Venice 4
University of Florida 4
Harbin Institute of Technology 4
Boston University 4
Binghamton University State University of New York 4
The University of Warwick 4
National Institute of Standards and Technology 4
University Michigan Ann Arbor 4
University of Illinois at Chicago 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
Fondazione Ugo Bordoni 4
American University of Beirut 4
University of Illinois at Urbana-Champaign 5
University of Sheffield 5
University of Minnesota System 5
Google Inc. 5
The University of British Columbia 5
The University of Western Ontario 5
Kyoto University 5
Polytechnic Institute of Turin 5
Beihang University 5
Brno University of Technology 5
City University of Hong Kong 5
University of Southern California, Information Sciences Institute 5
University of Pittsburgh 5
Beijing Institute of Technology 5
Nankai University 5
Simon Fraser University 5
Xerox Corporation 5
University of Strathclyde 5
University of Utah 5
Pohang University of Science and Technology 5
University of Roma La Sapienza 5
York University Canada 5
Microsoft Research Cambridge 5
Zhejiang University 6
University of Lugano 6
Duke University 6
Brown University 6
University of Twente 6
Sun Yat-Sen University 6
National Chiayi University 6
Johannes Kepler University Linz 6
University of Freiburg 6
IBM Haifa Labs 6
University of Chicago 6
University of Alberta 6
University at Buffalo, State University of New York 6
University of Jyvaskyla 6
Cornell Tech 6
National Library of Medicine 7
Ohio State University 7
University of California, Irvine 7
Purdue University 7
Bilkent University 7
University of Washington, Seattle 7
University College London 7
University of California, Berkeley 7
TU Dortmund University 7
Nanjing University 7
IBM Almaden Research Center 8
Singapore Management University 8
Italian National Research Council 8
University of Virginia 8
Cardiff University 8
Institute for Infocomm Research, A-Star, Singapore 9
Universidad de Chile 9
Georgia Institute of Technology 9
Wuhan University 9
Federal University of Minas Gerais 9
Rutgers, The State University of New Jersey 9
Michigan State University 9
Illinois Institute of Technology 10
University of Electronic Science and Technology of China 10
Hong Kong Polytechnic University 10
Indian Statistical Institute, Kolkata 10
The University of North Carolina at Chapel Hill 10
University of Milan 10
Shandong University 10
University of Padua 11
Pennsylvania State University 11
New York University 11
Universidad de A Coruna 11
Arizona State University 12
Hong Kong University of Science and Technology 12
Nanyang Technological University 13
Cornell University 13
Texas A and M University 13
Telcordia Technologies, Inc. 13
University of Technology Sydney 13
Virginia Tech 13
University of Southern California 14
University of Colorado at Boulder 15
Renmin University of China 16
University of Toronto 16
University of Amsterdam 17
Shanghai Jiaotong University 17
University of Melbourne 17
Carnegie Mellon University 17
University of Minnesota Twin Cities 17
Istituto di Scienza e Tecnologie dell'Informazione A. Faedo 17
Microsoft Research Asia 17
University of Glasgow 18
University of Waterloo 18
University of Southampton 18
Microsoft Corporation 18
Microelectronics Computer Technology Corporation 20
Technion - Israel Institute of Technology 20
Politecnico di Milano 20
Yahoo Research Labs 22
University of Tampere 23
Stanford University 23
Massachusetts Institute of Technology 24
Palo Alto Research Center Incorporated 24
Chinese University of Hong Kong 25
University of Massachusetts Amherst 25
University of Queensland 26
University of Arizona 28
RMIT University 28
Microsoft Research 28
Peking University 29
IBM Thomas J. Watson Research Center 33
University of Maryland 34
Tsinghua University 34
National University of Singapore 37

ACM Transactions on Information Systems (TOIS)
Archive


2017
Volume 36 Issue 3, November 2017  Issue-in-Progress
Volume 36 Issue 2, September 2017
Volume 36 Issue 1, August 2017
Volume 35 Issue 4, August 2017 Special issue: Search, Mining and their Applications on Mobile Devices
Volume 35 Issue 3, June 2017

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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