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Clustered Elias-Fano Indexes

State-of-the-art encoders for inverted indexes compress each posting list individually. Encoding clusters of posting lists offers the possibility of reducing the redundancy of the lists while maintaining a noticeable query processing speed. In this article, we propose a new index representation based on clustering the collection of posting lists... (more)

Unifying Virtual and Physical Worlds

Event-based social networking services, such as Meetup, are capable of linking online virtual interactions to offline physical activities. Compared to mono online social networking services (e.g., Twitter and Google+), such dual networks provide a complete picture of users’ online and offline behaviors that more often than not are compatible... (more)

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Call for Papers

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

Call for Special Issue Proposals

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

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ACM Transactions on Information Systems (TOIS) is a scholarly journal that publishes previously unpublished high-quality scholarly articles in all areas of information retrieval.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
Active Learning for Classification with Maximum Model Change

Most existing active learning studies focus on designing sample selection algorithms. However, there are several fundamental problems deserves investigation to provide deep insight of active learning. In this paper, we conduct an in-depth investigation on active learning for classification considering the abilities of instances to change the current classifiers. First, we derive a general active learning framework for classification called Maximum Model Change (MMC) that aims at querying the influential examples. The model change is quantified as the difference between the current models parameters and the new parameters after training with the expanded training set. Inspired by the stochastic gradient update rule, we use the gradient of the loss w.r.t. a given candidate example to approximate the model change. We apply this framework to two popular classifiers: support vector machines and logistic regression. Second, we theoretically justify the proposed MMC strategy by analyzing its convergence property. Third, We explore the connection between MMC and the well-known uncertainty-based sampling to provide a uniform view to these two active learning strategies. We validate our algorithms on two kinds of benchmark data sets: the UCI repository and ImageNet. Extensive experiments have demonstrated that the proposed MMC algorithms outperform many state-of-the-art active learning methods.

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.

Search, Mining and their Applications on Mobile Devices: Introduction to the Special Issue

This special issue focuses on research problems of search, mining and their applications in mobile devices. Topics of interest in this special issue include but are not limited to mobile data mining and management, mobile search, personalization and recommendation, mobile user interfaces and human-computer interaction, and new applications in mobile environment. The aim of this special issue is to bring together top experts across multiple disciplines, including information retrieval, data mining, mobile computing, and cyber-physical systems, such that academic and industrial researchers can exchange ideas and share the latest developments on the state-of-the-art and practice of mobile search and mobile data mining.

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.

Using Replicates in Information Retrieval Evaluation

This paper explores a method for more accurately estimating the main effect of the system in a typical test-collection-based evaluation of information retrieval systems, and thus increasing the sensitivity of system comparisons. Randomly partitioning the test document collection allows for multiple tests of a given system and topic (replicates). Bootstrap ANOVA can use these replicates to extract system-topic interactions---something not possible without replicates---yielding a more precise value for the system effect and a narrower confidence interval around that value. Experiments using multiple TREC collections demonstrate that removing the topic-system interactions substantially reduces the confidence intervals around the system effect as well as increases the number of significant pairwise differences found. Further, the method is robust against small changes in the number of partitions used, against variability in the documents that constitute the partitions, and the measure of effectiveness used to quantify system effectiveness.

Bibliometrics

Publication Years 1983-2017
Publication Count 655
Citation Count 20792
Available for Download 655
Downloads (6 weeks) 4675
Downloads (12 Months) 38213
Downloads (cumulative) 745276
Average downloads per article 1138
Average citations per article 32
First Name Last Name Award
Hal Berghel Outstanding Contribution to ACM Award (2000)
ACM Distinguished Service Award (1996)
Daniel Bobrow ACM Software System Award (1992)
ACM Programming Systems and Languages Paper Award (1974)
Kellogg S. Booth ACM Distinguished Member (2009)
ACM Senior Member (2009)
David Carmel ACM Distinguished Member (2016)
Carlos A. Castillo ACM Senior Member (2014)
Charles L A Clarke ACM Distinguished Member (2015)
Fabio Crestani ACM Senior Member (2009)
Ernesto Damiani ACM Distinguished Member (2008)
Susan T Dumais ACM Athena Lecturer Award (2014)
Ahmed Elmagarmid ACM Distinguished Member (2009)
Deborah Estrin ACM Athena Lecturer Award (2006)
Elena Ferrari ACM Distinguished Member (2011)
Alvaro Barreiro Garcia ACM Senior Member (2009)
Calvin C. Gotlieb Outstanding Contribution to ACM Award (2011)
ACM Presidential Award (2002)
Wendy Hall Outstanding Contribution to ACM Award (2014)
Jonathan L Herlocker ACM Software System Award (2010)
Djoerd Hiemstra ACM Senior Member (2009)
Eric Horvitz ACM AAAI Allen Newell Award (2015)
Xian-Sheng Hua ACM Distinguished Member (2015)
ACM Senior Member (2009)
Tiejun Huang ACM Senior Member (2013)
Xiangji Huang ACM Senior Member (2016)
Min-Yen Kan ACM Senior Member (2009)
David Karger ACM Doctoral Dissertation Award (1994)
Won Kim ACM Distinguished Service Award (2001)
Jon Kleinberg ACM AAAI Allen Newell Award (2014)
ACM Prize in Computing (2008)
Joseph A Konstan ACM Software System Award (2010)
ACM Distinguished Member (2006)
Wessel Kraaij ACM Senior Member (2007)
Yiqun Liu ACM Senior Member (2016)
Raymond A Lorie ACM Software System Award (1988)
ACM Programming Systems and Languages Paper Award (1982)
David E. Losada ACM Senior Member (2011)
Robert WP Luk ACM Senior Member (2007)
Yoelle Maarek ACM Distinguished Member (2010)
Jock D Mackinlay ACM Distinguished Member (2013)
Gary Marchionini ACM Senior Member (2008)
Satoshi Matsuoka ACM Gordon Bell Prize
Tokyo Institute of Technology (2011) ACM Gordon Bell Prize
Tokyo Institute of Technology (2011)
Kathryn Mckinley ACM Distinguished Member (2006)
ACM Senior Member (2006)
Tao Mei ACM Distinguished Member (2016)
ACM Senior Member (2012)
Stuart Edward Middleton ACM Senior Member (2014)
George Andrei Mihaila ACM Senior Member (2008)
Bradley N Miller ACM Software System Award (2010)
Mario A Nascimento ACM Senior Member (2007)
Hwee Tou Ng ACM Distinguished Member (2010)
Dianne P O'Leary ACM Distinguished Member (2006)
Judith S Olson ACM Athena Lecturer Award (2011)
Randy Pausch ACM Karl V. Karlstrom Outstanding Educator Award (2007)
David M Pennock ACM Senior Member (2006)
Vijay V Raghavan ACM Distinguished Member (2012)
Paul J Resnick ACM Software System Award (2010)
John T Riedl ACM Software System Award (2010)
ACM Distinguished Member (2007)
Mehran Sahami ACM Presidential Award (2014)
Fabio A. Schreiber ACM Senior Member (2012)
Robert P. Schumaker ACM Senior Member (2012)
Frank Shipman ACM Distinguished Member (2009)
Michael Stonebraker ACM A. M. Turing Award (2014)
ACM Software System Award (1988)
Jaime Teevan ACM Senior Member (2012)
Loren Terveen ACM Distinguished Member (2009)
Jennifer Widom ACM Athena Lecturer Award (2015)
Hui Xiong ACM Distinguished Member (2014)
ACM Senior Member (2010)
Qiang Yang ACM Distinguished Member (2011)
Shumin Zhai ACM Distinguished Member (2006)
Zhi-Hua Zhou ACM Distinguished Member (2013)
ACM Senior Member (2011)
Zhi-Hua Zhou ACM Distinguished Member (2013)
ACM Senior Member (2011)

First Name Last Name Paper Counts
Tatseng Chua 9
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
Alexander Tuzhilin 3
Liqiang Nie 3
Amihai Motro 3
Kumyew Lai 3
Hongzhi Yin 3
Heikki Keskustalo 3
Luo Si 3
Nieves Brisaboa 3
Matthias Jarke 3
Xiaofang Zhou 3
Salvatore Orlando 3
Christos Faloutsos 3
Fabrizio Silvestri 3
Henry Gladney 3
Ge Nong 3
Roy Rada 3
Robert Luk 3
Kuilam Kwok 3
Marjan Celikik 3
Nívio Ziviani 3
Eric Horvitz 3
Abraham Bookstein 3
David Carmel 3
Simon Gibbs 3
William Cohen 3
Pavel Zezula 3
Edleno De Moura 3
Cornelis Van Rijsbergen 3
Shmuel Klein 3
Jamie Callan 3
Wai Lam 3
Ben Shneiderman 3
Gary Marchionini 3
Ryen White 3
Hannah Bast 3
Shipeng Li 2
Hui Yang 2
Gautam Pant 2
Jonathan Grudin 2
Hui Xiong 2
Benjamin Piwowarski 2
Filip Radlinski 2
Craig Macdonald 2
Lillian Lee 2
Ian Ruthven 2
Stefan Siersdorfer 2
John Riedl 2
Frank Tompa 2
Özgür Ulusoy 2
Frederick Lochovsky 2
Darrell Woelk 2
Ronny Lempel 2
Zhiting Hu 2
Raymond Panko 2
Robert Krovetz 2
Seungwon Hwang 2
Charles Wiecha 2
Warren Greiff 2
Vijay Raghavan 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
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
Brian Cooper 2
Daniel Zeng 2
Mark Carman 2
Ling Feng 2
David Hawking 2
Carson Woo 2
Stuart Middleton 2
Thorsten Joachims 2
Jirong Wen 2
David Hicks 2
Michael Lyu 2
Jialie Shen 2
Howard Turtle 2
Qiang Zhu 2
Iadh Ounis 2
Kotagiri Ramamohanarao 2
Wanda Orlikowski 2
William Webber 2
Hong Cheng 2
Fernando Diaz 2
Anna Shtok 2
Barbara Pernici 2
Carmel Domshlak 2
Clyde Giles 2
Sudha Ram 2
Padmini Srinivasan 2
Rossano Venturini 2
Weiyi Meng 2
Jaime Teevan 2
Raymond Lau 2
Keke Chen 2
Nick Craswell 2
Laurence Park 2
Fred Damerau 2
Nigel Shadbolt 2
Xiangji Huang 2
Lucy Suchman 2
Stefano Mizzaro 2
Tieyan Liu 2
Christopher Higgins 2
Antonio Siochi 2
Steven Beitzel 2
Waynexin Zhao 2
Elena Baralis 2
Paolo Garza 2
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
Leefeng Chien 2
Antonio Fariña, 2
Zhaohui Zheng 2
Gediminas Adomavicius 2
Jinxi Xu 2
Falk Scholer 2
Claudio Lucchese 2
Clayton Lewis 2
Shibing Yao 2
Xiaojun Wan 2
William Jones 2
Peter Bruza 2
Mounia Lalmas 2
Jaana Kekäläinen 2
Gordon Cormack 2
Arjen De Vries 2
Yoelle Maarek 2
Dou Shen 2
John Mylopoulos 2
Paul Stotts 2
Liqiang Nie 2
Charles Clarke 2
Qiang Yang 2
George Fitzmaurice 2
Anthony Kaye 2
Olivia Sheng 2
John Schnase 2
Douglas Terry 2
Jennifer Widom 2
İsmail Altıngövde 2
Ronan Cummins 2
Maria Fugini 2
Mandar Mitra 2
Essam El-Kwae 2
John Carroll 2
Hochung Wu 2
Loren Terveen 2
Tao Mei 2
Quan Yuan 2
Gao Cong 2
Pasquale Savino 2
Eepeng Lim 2
Hady Lauw 2
Hongyan Liu 2
Richard Furuta 2
Dongxiang Zhang 2
Yong Yu 2
Nicola Tonellotto 2
Neil Rowe 2
Jiantao Sun 2
Stephen Boies 2
Hideki Koike 2
Robert Capra 2
Massimo Melucci 2
Susan Gauch 2
Edward Fox 2
Irwin King 2
Pável Calado 2
Tao Tao 2
Manolis Koubarakis 2
Randall Trigg 2
Letizia Tanca 2
Marcel Reinders 2
Giovanni Romano 2
Lei Zhu 1
AlBing Rao 1
Bernard Tan 1
Jiawei Han 1
Jay Ponte 1
Yi Chang 1
Fatemeh Zahedi 1
Paul Thistlewaite 1
Jerry Farrell 1
N Vujovic 1
Dragana Brzakovic 1
Kai Chen 1
Jianhua He 1
Yi Zhou 1
Sai Wu 1
Shuaiqiang Wang 1
Guandong Xu 1
Liming Ren 1
Gerhard Fischer 1
Stuart Card 1
Andreas Lemke 1
John Tang 1
Mark Green 1
John Wilbur 1
Philip YU 1
Clement Yu 1
Oren Etzioni 1
Omer Rana 1
Helena Webb 1
Minyen Kan 1
Md Alim 1
Hien Nguyen 1
Sana Hamdi 1
Amel Bouzeghoub 1
Hongwei Liang 1
Wassim El-Hajj 1
Khaled Shaban 1
Norman Delisle 1
Stan Lanning 1
ShiHuo Chang 1
Luca Cagliero 1
Qifan Wang 1
Jie Shao 1
Yuexian Hou 1
Jongwook Kim 1
Qing Li 1
Steven Hoi 1
Milad Shokouhi 1
Rafi Nachmias 1
Ying Zhang 1
Lorrin Garson 1
Jan Olsen 1
Krysta Svore 1
Ofer Bergman 1
Qifan Chen 1
A Dong 1
Sergej Sizov 1
David Karger 1
Brad Myers 1
Naama Zwerdling 1
Altigran Da Silva 1
Azadeh Shakery 1
Andruid Kerne 1
Eunyee Koh 1
Elaine Marsh 1
Anthony Bolmarcich 1
Eliot Moss 1
Adele Howe 1
Zhihong Lu 1
Brendon Cahoon 1
Stephen Hanson 1
Brian Martin 1
J Eveland 1
Mohand Hacid 1
Xingquan Zhu 1
Marius Paşca 1
Gianni Amati 1
Joanne Yates 1
Ann Lally 1
Julie Borsack 1
Jack Conrad 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
Maarten Clements 1
Xiangyu Wang 1
David Elsweiler 1
Mark Baillie 1
John Lafferty 1
Hsijian Lee 1
Uffe Wiil 1
Célia Dos Santos 1
Philip Wu 1
Qiang Xue 1
Carole Hafner 1
Jiajun Liu 1
Maria Hanrahan 1
Moshe Zloof 1
Vance Waddle 1
Calvin Gotlieb 1
Fabio Salice 1
Dan Moldovan 1
Tsongli Wang 1
Jonathan Cohen 1
Timo Raita 1
Jennifer Eberhardt 1
Geoff Walsham 1
Mary Rosson 1
Kazem Taghva 1
Sebastiano Vigna 1
John Guiver 1
Salvatore Garruzzo 1
Michael Stonebraker 1
Vasilis Delis 1
Paulo Masiero 1
Marcelo Turine 1
Diego Puppin 1
Wendy Lehnert 1
Sholom Weiss 1
Woojin Paik 1
Matteo Dell'Amico 1
Licia Capra 1
Frederik Transier 1
Thomas Lynam 1
Peter Sander 1
Andreas Oberweis 1
Sen Zhang 1
Dave Straube 1
Yariv Aridor 1
ChengSeen Ho 1
Javed Mostafa 1
Hweetou Ng 1
Sadegh Kharazmi 1
Heikki Hämmäinen 1
Jintae Lee 1
Frank Hopfgartner 1
Evgeniy Gabrilovich 1
Douglas Vogel 1
Ofer Egozi 1
Hiroshi Ishii 1
Minoru Kobayashi 1
Shaowei Liu 1
Wenwu Zhu 1
Anni Järvelin 1
Alexander Hars 1
Judith Olson 1
Gary Olson 1
Chris Schmandt 1
Vesper Owei 1
S Suthasinekul 1
Jian Su 1
Xiaobing Xue 1
Padhraic Smyth 1
Teekiah Chia 1
G Chen 1
Junyu Xuan 1
Loc Do 1
Noel O'Connor 1
Augusto Celentano 1
Sushil Jajodia 1
Brigitte Rock 1
Georg Gottlob 1
Tung Bui 1
Tim Bray 1
Jon Gulla 1
Michael Siegel 1
Shay Kutten 1
Artur Pessoa 1
Mathew Palakal 1
Marcin Kaszkiel 1
Radford Neal 1
Igor Szöke 1
Javier Tejedor 1
Ronald Rice 1
Djoerd Hiemstra 1
Meng Wang 1
Xuemeng Song 1
Qing Li 1
Anagha Kulkarni 1
Huanbo Luan 1
Chris Fox 1
Nicola Ferro 1
Frank Walker 1
Xiaofeng Zhu 1
Andrea Tagarelli 1
Feza Baskaya 1
Anne Loomis 1
Bernard Haan 1
Tom Bruns 1
Stéphane Bressan 1
David Peleg 1
Wendy Hall 1
Mark Weal 1
Jinhan Kim 1
Carl Hewitt 1
Snehasis Mukhopadhyay 1
Jordi Turmo 1
Simon King 1
Derek Oppen 1
Sten Andler 1
Philip Smith 1
Roberto Maiocchi 1
Christina Lioma 1
Manuel Gomez-Rodriguez 1
Nan Du 1
Keunho Ryu 1
Manlung Yiu 1
Mehrnoush Shamsfard 1
Stephen Pollock 1
Hongfei Yan 1
Mengren Qian 1
Shengqing Hu 1
Seunghoon Na 1
Karthik Raman 1
Shiyang Lu 1
Mehrdad Mahdavi 1
Hongtai Chou 1
David Maier 1
Yizhou Sun 1
Bradley Skaggs 1
Maarten Marx 1
Clement Yu 1
Anders Bjornerstedt 1
Chengyu Hsieh 1
Andrea Esuli 1
Ronald Lee 1
Cary Buchman 1
Zhen Yue 1
Gang Wang 1
Jay Israel 1
Susanna Barber 1
Eileen Trauth 1
Xudong Zhang 1
Dongdong Shan 1
Aditya Pal 1
Lidong Bing 1
Zhiyong Cheng 1
James Allan 1
Jingdong Wang 1
Zhiyong Wang 1
Maria Theodoridou 1
David Choy 1
Roberto Zicari 1
Bart Dhoedt 1
Siranush Radicati 1
Dawei Luo 1
Carolyn Crouch 1
Thomas Little 1
Raymond Ng 1
Steve Jones 1
Ioan Tăbuş 1
Lifeng Jia 1
Jonathan Herlocker 1
Wolfgang Effelsberg 1
Tsunghan Tsai 1
Charalampos Chelmis 1
Xiang Wang 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
Kwokkee Wei 1
Long Jiang 1
Francisco Lerch 1
Wei Chu 1
Xiaoyong Du 1
Diane Strong 1
Tomihisa Kamada 1
Matthew Conway 1
Wenhui Zhang 1
David Grossman 1
Richard Watson 1
Gaewon You 1
Youngin Song 1
Zaiqing Nie 1
Christopher Fry 1
Jonathan Gibbons 1
Lihong Li 1
Steven Miller 1
Venkat Rangan 1
Akinori Yonezawa 1
Keld Bødker 1
Hongyuan Zha 1
Long Guo 1
Bernard Jansen 1
Shazia Sadiq 1
Michael Littman 1
Yongxin Tong 1
Shiwan Zhao 1
Zhumin Chen 1
Franco Nardini 1
Zhiping Gu 1
Gunter Saake 1
Mark Mydland 1
Christopher Shaw 1
Anders Mørch 1
Vasileios Hatzivassiloglou 1
Sergey Melnik 1
Ulla Merz 1
Helene Hembrooke 1
Hang Cui 1
Jaime Arguello 1
Katsumi Tanaka 1
David Rosenblitt 1
Mihai Lupu 1
Luca Aiello 1
Hazem Hajj 1
Mayer Schwartz 1
Gregg Foster 1
L Leung 1
Xiaozhao Zhao 1
John Shepherd 1
Noa Gradovitch 1
Lenwood Heath 1
Amjad Daoud 1
Max Van Kleek 1
Deborah Hix 1
Manuel De Buenaga 1
Lise Getoor 1
Timothy Hoad 1
Yannis Drougas 1
Jing Bai 1
Ravi Krishnamurthy 1
Jie Han 1
Gerald Karam 1
Peter Schwarz 1
Anthony Tomasic 1
José San Pedro 1
Thomas Landauer 1
Mehran Sahami 1
Debra Gash 1
Louis Gomez 1
Mark Weiser 1
Joanne Claussen 1
Engin Demir 1
Dario Lucarella 1
Tim Pohle 1
Peter Schäuble 1
Author index 1
Shimon Schocken 1
Murray Mazer 1
Elisa Quintarelli 1
Xiaofeng Guan 1
Kuochu Lee 1
Shaul Markovitch 1
Bo Yang 1
Xiansheng HUA 1
Yangchang Hong 1
Robert Nicholson 1
Jun Miao 1
Shiqiang Yang 1
Michael Cole 1
Walid Magdy 1
Il Im 1
Marianne Storrøsten 1
M Rashidian 1
Michal Rosen-Zvi 1
Chaitanya Chemudugunta 1
Muhammad Ibrahim 1
Sheng Gao 1
Sanna Kumpulainen 1
Satya Rachakonda 1
Catherine Plaisant 1
Helen Nissenbaum 1
Ying Lu 1
Michael Chau 1
Elad Yom-Tov 1
Klaus Schulz 1
Francisco Claude 1
Ángeles Places 1
Ben Carterette 1
Weigang Wang 1
Robert Neches 1
Zhengjun Zha 1
Stephanie Haas 1
Stefano Leonardi 1
Piotr Sankowski 1
Jiancong Tong 1
Parvaz Mahdabi 1
Yogen Dalal 1
Kaveh Pahlavan 1
Fiana Raiber 1
Taklam Wong 1
Sicong Zhang 1
Mary Culnan 1
Xin Cao 1
Zhongzhi Shi 1
Pierre Genevès 1
Nabil Layaïda 1
Lars Söderlund 1
Matts Ahlsen 1
Nevenka Dimitrova 1
Katja Hofmann 1
Dick Bulterman 1
Alan Katz 1
Joyce Reynolds 1
Gregory Finn 1
Jonathan Postel 1
Linda Fineman 1
Kermit Gilbert 1
Arno Peels 1
Melody Ivory 1
Xiao Li 1
Finley Lacatusu 1
Jun He 1
Venkat Gudivada 1
Satoshi Matsuoka 1
Shin Takahashi 1
Prasun Dewan 1
Ramesh Choudhari 1
Eddy Maddalena 1
Jie Shao 1
Allison Powell 1
Victor Sanchez 1
Jian Cao 1
Thomas Mastaglio 1
O Wu 1
Tuomas Talvensaari 1
Georges Dupret 1
Richard Chimera 1
Vadims Krivcovs 1
Adam Edwards 1
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Chienchin Chen 1
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Kehchiang Yu 1
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M Markus 1
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Wen Wu 1
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Sen Wu 1
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Aldong Zhang 1
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Hongjun Lu 1
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Liang Hu 1
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Hal Berghel 1
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Daniel Robey 1
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M Scerbo 1
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Gary Nutt 1
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Dashiell Kolbe 1
Diane Kelly 1
Yiming Yang 1
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Ajita John 1
Eyal Krikon 1
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Yiyu Yao 1
S Wong 1
Airi Salminen 1
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W Croft 1
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Hui Fang 1
Tomchao Zhou 1
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Roi Blanco 1
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M Albakour 1
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Aleksandr Chuklin 1
Anne Schuth 1
Ke Zhou 1
Le Song 1
Ping Li 1
Shuguang Han 1
Eric Lo 1
Giampio Bracchi 1
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Scott Deerwester 1
Bernhard Schölkopf 1
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Mohamed Sarwat 1
Hyoungjoo Kim 1
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Richong Zhang 1
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TeckTim Tan 1
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Richard Connor 1
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Roberto Konow 1
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Zhong Su 1
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DikKun Lee 1
Kuldeep Karnawat 1
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Martti Juhola 1
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Ke Wang 1
Sunil Sarin 1
Peter Sassone 1
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Lorraine Normore 1
Richard Entlich 1
Steve Whittaker 1
Ralph Palmer 1
Mc Schraefel 1
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Xindong Wu 1
Shichao Zhang 1
Mário Nascimento 1
Xuanhui Wang 1
Liangchih Yu 1
Andrew Trotman 1
Elena Zheleva 1
Daniel McDonald 1
Christos Tryfonopoulos 1
Luc Moreau 1
Petros Venetis 1
Al Khorasani 1
Kuantsae Huang 1
Andrew Clement 1
Jeff Conklin 1
Herbert Van De Sompel 1
Krisztian Balog 1
Ahmed Elmagarmid 1
Carolyn Watters 1
W Edwards 1
Paul Dourish 1
Ilmério Silva 1
Ehud Rivlin 1
Jun Wang 1
Markus Schedl 1
Gerhard Widmer 1
Peter Nürnberg 1
Alberto Belussi 1
Bo Hu 1
Ming Zhou 1
Christopher Chute 1
Edmund Yu 1
Michael Bendersky 1
Einat Minkov 1
Henry Lucas, 1
QingPing Tan 1
Bo Hu 1
Shashi Shekhar 1
Cheng Hsu 1
Qi Liu 1
Victor Mak 1
Daniel Ford 1
Paul Resnick 1
Álvaro Barreiro 1
Kejia Chen 1
Peng Cui 1
Azhar Alhindi 1
Nicholas Belkin 1
TeSon Kuo 1
Roger Dannenberg 1
George Thoma 1
Jiangtao Cui 1
Quinzheng Kong 1
Xiangfeng Luo 1
G Blake 1
Khoa Doan 1
Aixin Sun 1
Ettore Ritacco 1
Christopher Bailey 1
Ron Sacks-Davis 1
Scott Moore 1
Richard Sproat 1
Ralf Schenkel 1
Tamara Kolda 1
Jacques Savoy 1
Colette Rolland 1
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Stephen Smith 1
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Yonghong Tian 1
Shoaib Jameel 1
Tiancheng Lou 1
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Jian Zhang 1
M Papa 1
Clarence, Ellis 1
Jaap Kamps 1
Yufei Tao 1
David De Roure 1
Dipasree Pal 1
Liqun Ruan 1
Ralf Keller 1
Viktor Prasanna 1
Xuemeng Song 1

Affiliation Paper Counts
San Francisco State University 1
Enel 1
University of Hamburg 1
University of New South Wales 1
Universidad de Santiago de Compostela 1
Fairleigh Dickinson University 1
University of Ottawa, Canada 1
University of Athens 1
University of Hawaii System 1
Masaryk University 1
University of Aarhus 1
The University of Georgia 1
Cisco Systems 1
University of Regina 1
Nortel Networks 1
University of Patras 1
University of California System 1
New University of Lisbon 1
University of Electro-Communications 1
Miami University Oxford 1
California State University 1
International Computer Science Institute 1
Ghent University 1
Institute of Computer Science Crete 1
University of Nairobi 1
Institute for Cancer Research and Treatment, Candiolo 1
Universidad Francisco Marroquin 1
University of Qatar 1
Adobe Systems Incorporated 1
National Security Agency 1
Ton-Duc-Thang University 1
Yahoo Research Barcelona 1
OMRON Corporation 1
Acxiom Corporation 1
Universite de Lyon 1
Philips Healthcare Nederland 1
Fuji Xerox Co., Ltd. 1
Chemical Abstracts Service 1
MITRE Corporation 1
Norwegian University of Science and Technology 1
College of Charleston 1
INRIA Institut National de Rechereche en Informatique et en Automatique 1
Oregon State University 1
Institute of Information Science Academia Sinica Taiwan 1
University of Warsaw 1
University of Hawaii at Manoa 1
Aston University 1
Sun Microsystems 1
Federal University of Uberlandia 1
University of Pavia 1
University of Brescia 1
Bentley College 1
Dalhousie University 1
Queen's University, Kingston 1
Radboud University Nijmegen 1
RWTH Aachen University 1
Yonsei University 1
De Montfort University 1
Tilburg University 1
University of Otago 1
Florida Atlantic University 1
University of South Carolina 1
Wright State University 1
George Mason University 1
University of Magdeburg 1
Memorial University of Newfoundland 1
University of Science and Technology of China 1
Chinese Academy of Sciences 1
Iona College 1
Hewlett-Packard Inc. 1
University of Liverpool 1
Jadavpur University 1
Universite Paris 1 Pantheon-Sorbonne 1
IBM, USA 1
Nokia Bell Labs 1
State University of New York College at Oneonta 1
University of Toledo 1
University of Greenwich 1
Aalborg University 1
Pace University 1
Open University of Israel 1
University of Connecticut 1
University of Bari 1
Industrial Technology Research Institute of Taiwan 1
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Shanghai University 1
Oak Ridge National Laboratory 1
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University of Cincinnati 1
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Nippon Telegraph and Telephone Corporation 1
Xidian University 1
University Michigan Ann Arbor 1
Swiss Federal Institute of Technology, Zurich 1
Lakehead University 1
Universidad de Vigo 1
Center For Research And Technology - Hellas 1
Nokia Corporation 1
American Chemical Society 1
Polytechnic Institute of Bari 1
Emerson College 1
University of Liege 1
Missouri Botanical Garden 1
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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
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Deutsche Telekom 1
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University of Pennsylvania 1
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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
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National Research Council Canada 1
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Harvard University 1
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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
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The University of Hong Kong 2
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University of Sao Paulo 2
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Tektronix Incorporated 2
CSIRO Mathematical and Information Sciences 2
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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
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King Saud University 2
University of Texas at Austin 2
University of Massachusetts System 2
Drexel University 2
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Weizmann Institute of Science Israel 2
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Waseda University 2
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University of Edinburgh 2
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Northeastern University 2
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University of Cambridge 2
Universite d'Avignon et des Pays du Vaucluse 2
California Institute of Technology 2
INRIA Rocquencourt 2
University of Sunderland 2
Shahid Beheshti University 2
Tunis-El Manar University, Faculty of Science 2
Max Planck Institute for Informatics 3
University of Essex 3
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
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Kyoto University 3
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Beihang University 3
University of Duisburg-Essen 3
Academia Sinica Taiwan 3
Carleton University 3
The Education University of Hong Kong 3
Vienna University of Technology 3
Southwest University of Finance and Economics China 3
Tianjin University 3
Monash University 3
University of Reggio Calabria 3
Indiana University 3
Queen Mary, University of London 3
University College London 3
New Jersey Institute of Technology 3
Georgetown University 3
Dublin City University 3
University of Sydney 3
University of Udine 3
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University of Oxford 3
Ben-Gurion University of the Negev 3
University of Illinois at Chicago 3
University of Pisa 3
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University of Bath 3
Syracuse University 3
University of California, San Diego 3
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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
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University of Electronic Science and Technology of China 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
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Microsoft Research Cambridge 4
University of Illinois at Urbana-Champaign 5
University of Sheffield 5
University of Minnesota System 5
The University of British Columbia 5
The University of Western Ontario 5
Polytechnic Institute of Turin 5
Brno University of Technology 5
City University of Hong Kong 5
University of Southern California, Information Sciences Institute 5
University of Pittsburgh 5
Nankai University 5
Simon Fraser University 5
Xerox Corporation 5
University of Strathclyde 5
University of Utah 5
IBM Haifa Labs 5
Pohang University of Science and Technology 5
University of Roma La Sapienza 5
University of Lugano 6
Duke University 6
Brown University 6
University of Twente 6
Sun Yat-Sen University 6
National Chiayi University 6
Johannes Kepler University Linz 6
University of Freiburg 6
University of Chicago 6
University of Alberta 6
Shandong University 6
University at Buffalo, State University of New York 6
University of Jyvaskyla 6
University of Padua 7
National Library of Medicine 7
Ohio State University 7
University of California, Irvine 7
Purdue University 7
Bilkent University 7
University of Washington, Seattle 7
University of Virginia 7
University of California, Berkeley 7
University of Dortmund 7
Institute for Infocomm Research, A-Star, Singapore 8
IBM Almaden Research Center 8
Singapore Management University 8
Italian National Research Council 8
Cardiff University 8
Rutgers, The State University of New Jersey 8
Universidad de Chile 9
Georgia Institute of Technology 9
Federal University of Minas Gerais 9
Michigan State University 9
Illinois Institute of Technology 10
Arizona State University 10
Hong Kong Polytechnic University 10
Indian Statistical Institute, Kolkata 10
Shanghai Jiaotong University 10
The University of North Carolina at Chapel Hill 10
University of Milan 10
Pennsylvania State University 11
Nanyang Technological University 11
New York University 11
Universidad de A Coruna 11
University of Technology Sydney 11
Hong Kong University of Science and Technology 12
Renmin University of China 12
Microsoft Corporation 12
Cornell University 13
Texas A and M University 13
Telcordia Technologies, Inc. 13
Virginia Tech 13
University of Melbourne 14
Microsoft Research Asia 14
University of Colorado at Boulder 15
University of Amsterdam 15
Tsinghua University 15
Carnegie Mellon University 15
University of Southern California 15
University of Toronto 16
University of Glasgow 17
University of Minnesota Twin Cities 17
Istituto di Scienza e Tecnologie dell'Informazione A. Faedo 17
University of Waterloo 18
University of Southampton 18
Yahoo Research Labs 18
Peking University 19
Microelectronics Computer Technology Corporation 20
Technion - Israel Institute of Technology 20
Politecnico di Milano 20
Stanford University 22
University of Tampere 23
Microsoft Research 23
RMIT University 24
University of Massachusetts Amherst 24
Massachusetts Institute of Technology 24
Palo Alto Research Center Incorporated 24
Chinese University of Hong Kong 25
University of Queensland 26
University of Arizona 28
National University of Singapore 30
IBM Thomas J. Watson Research Center 33
University of Maryland 34

ACM Transactions on Information Systems (TOIS)
Archive


2017
Volume 36 Issue 1, April 2017  Issue-in-Progress
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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