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Swipe and Tell: Using Implicit Feedback to Predict User Engagement on Tablets

Further Insights on Drawing Sound Conclusions from Noisy Judgments

Sentence Relations for Extractive Summarization with Deep Neural Networks

Location Extraction from Social Media: Geoparsing, Location Disambiguation, and Geotagging

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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ACM Transactions on Information Systems (TOIS) is a scholarly journal that publishes previously unpublished high-quality scholarly articles in all areas of information retrieval.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
Brotli: A general-purpose data compressor

Brotli is an open-source general-purpose data compressor introduced by Google in late 2013, and now adopted in most known browsers and Web servers. It is publicly available on GitHub and its data format has been publicized in July 2016 as RFC 7932. Brotli is based on the Lempel-Ziv's compression scheme and planned as a generic replacement of GZIP and ZLIB. The main goal in its design was to compress data on Internet, which meant optimizing the resources used at decoding time, while achieving maximal compression density. This paper is intended to provide the first thorough, systematic description of the Brotli-format as well as a detailed computational and experimental analysis of the main algorithmic blocks underlying the current encoder implementation, together with a comparison against compressors of different families constituting the state-of-the-art either in practice or in theory. This treatment will allow us to raise a set of new algorithmic and software-engineering problems which deserve further attention from the scientific community.

Factors Influencing Users' Information Requests: Medium, Target, and Extra-topical Dimension

We investigate how two factors influence the way people formulate information requests. Our first factor, medium, considers whether the request is produced using text or voice. Our second factor, target, considers whether the request is intended for a search engine or a human search intermediary. In particular, we study how these two factors influence the way people formulate requests in situations where the information need has a specific type of extra-topical dimension. We focus on six extra-topical dimensions: (1) domain knowledge, (2) viewpoint, (3) experiential, (4) venue location, (5) source location, and (6) temporal. We analyzed information requests gathered through a crowdsourced study and address three research questions. We study the effects of our two factors (medium and target) on: (RQ1) participants' perceptions about their information requests, (RQ2) the different characteristics of their information requests (e.g., natural language structure, retrieval performance), and (RQ3) participants' strategies for requesting information when the search task has a specific type of extra-topical dimension. Our results found that both factors influenced participants' perceptions about their own information requests, the characteristics of participants' requests, and the strategies used by participants to request information matching the extra-topical dimension. Our results call for future research on retrieval algorithms that can effectively harness (rather than ignore) extra-topical query-terms.

Location-aware Influence Maximization over Dynamic Social Streams

Influence maximization (IM), which selects a set of k seeds to maximize the influence spread over a social network, is a fundamental problem in a wide range of applications. Most existing IM algorithms are static and location-unaware. They cannot provide high-quality seeds efficiently when the social network evolves rapidly and IM queries are location-aware. To address the problems, we define the Stream Influence Maximization (SIM) and Location-aware SIM (LSIM) query to track influencers over social streams. SIM adopts the sliding window model and maintains a set of k seeds with the largest influence over recent social actions. LSIM further considers social actions are associated with geo-tags and identifies a seed set for a query region over geo-tagged social streams. We propose the Sparse Influential Checkpoints (SIC) and Location-based SIC (LSIC) framework for SIM and LSIM query processing respectively. The SIC framework keeps a logarithmic number of influential checkpoints w.r.t. the window size and maintains an approximate solution for SIM. The LSIC framework integrates a spatial index with SIC and answers both ad-hoc and continuous LSIM queries with the same approximation ratio. Experimental results on real-world datasets confirm the effectiveness and efficiency of the proposed frameworks against the state-of-the-art IM algorithms.

Binary Sketches for Secondary Filtering

Efficient object retrieval based on a generic similarity is a fundamental problem in information retrieval. We focus on queries by example, which retrieve the most similar objects to query object q. We propose an enhancement of techniques working on the filter and refine paradigm. The filtering phase identifies objects likely to be similar to q. During the refinement, these objects are accessed and their similarity to q is evaluated. Problem valid for current datasets is, that a lot of non-relevant objects usually remain after filtering. We propose the secondary filtering, that further reduces the number of objects to be refined while almost preserving the quality of query result. It is based on sketches - compact bit strings compared by the Hamming distance. Our approach to identify objects to be filtered out by sketches is based on a probabilistic model, which describes relationships between similarities of objects and sketches. The secondary filtering thus efficiently identifies non-relevant objects which remain after primary filtering, and we suggest a mechanism to tune the trade-off between its accuracy and effectiveness. The main advantage of our technique is its wide applicability. It can be easily incorporated into any arbitrary filter and refine technique for similarity search.

Neural Vector Spaces for Unsupervised Information Retrieval

We propose the Neural Vector Space Model (NVSM), a method that learns representations of documents in an unsupervised manner for news article retrieval. In the NVSM paradigm, we learn low-dimensional representations of words and documents from scratch using gradient descent and rank documents according to their similarity with query representations that are composed from word representations. We show that NVSM performs better at document ranking than existing latent semantic vector space methods. The addition of NVSM to a mixture of lexical language models and a state-of-the-art baseline vector space model yields a statistically significant increase in retrieval effectiveness. Consequently, NVSM adds a complementary relevance signal. Next to semantic matching, we find that NVSM performs well in cases where lexical matching is needed. NVSM learns a notion of term specificity directly from the document collection without feature engineering. We also show that NVSM learns regularities related to Luhn significance. Finally, we give advice on how to deploy NVSM in situations where model selection (e.g., cross-validation) is infeasible. We find that an unsupervised ensemble of multiple models trained with different hyperparameter values performs better than a single cross-validated model. Therefore, NVSM can safely be used for ranking documents without supervised relevance judgments.

Interactive Intent Modeling for Exploratory Search

Exploratory search requires the system to assist the user in comprehending the information space, and expressing evolving search intents for iterative exploration and retrieval of information. We introduce interactive intent modeling, a technique that models a user's evolving search intents and visualizes them as keywords for interaction. The user can provide feedback on the keywords, from which the system learns and visualizes an improved intent estimates and retrieves information. We report experiments comparing variants of a system implementing interactive intent modeling to a control system. Data comprising of search logs, interaction logs, essay answers, and questionnaires indicate significant improvements in task performance, session-level information retrieval performance, information comprehension performance and user experience. The improvements retrieval effectiveness can be attributed to the intent modeling, but the effect on users' task performance, breadth of information comprehension, and user experience are shown to be dependent on a richer visualization. Our results demonstrate the utility of combining interactive modeling of search intentions with interactive visualization of the models that can benefit both directing the exploratory search process and making sense of the information space. Our findings can help design personalized systems that support exploratory information seeking and discovery of novel information.

Personalized Context-Aware Point of Interest Recommendation

Personalized recommendation of point-of-interests plays a key role in satisfying users on location-based social networks. In this paper, we propose a probabilistic model to find the mapping between user-annotated tags and locations' taste keywords. Furthermore, we introduce a dataset on locations' contextual appropriateness and demonstrate its usefulness in predicting the contextual relevance of locations. We investigate four approaches to use our proposed mapping for addressing the data sparsity problem: one model to reduce the dimensionality of location taste keywords and three models to predict user tags for a new location. Moreover, we present different scores calculated from multiple LBSNs and show how we incorporate new information from the mapping into a POI recommendation approach. Then, the computed scores are integrated using learning to rank techniques. The experiments on two TREC datasets show the effectiveness of our approach, beating state-of-the-art methods.

Efficient Learning-Based Recommendation Algorithms for Top-N Tasks and Top-N Workers in Large-Scale Crowdsourcing Systems

The task and worker recommendation problems in crowdsourcing systems have brought up unique characteristics that are not present in traditional recommendation scenarios, i.e., the huge flow of tasks with short lifespans, the importance of workers' capabilities, and the quality of completed tasks. These unique features make traditional recommendation approaches no longer satisfactory for task and worker recommendation in crowdsourcing systems. In this article, we propose a two-tier data representation scheme (defining a worker-category suitability score and a worker-task attractiveness score) to support personalized task and worker recommendation. We also extend two optimization methods, namely least mean square error and Bayesian personalized rank in order to better fit the characteristics of task/worker recommendation in crowdsourcing systems. We then integrate the proposed representation scheme and the extended optimization methods along with the two adapted popular learning models, i.e., matrix factorization and kNN, and result in two lines of top-N recommendation algorithms for crowdsourcing systems: (1) Top-N-Tasks (TNT) recommendation algorithms for discovering the top-N most suitable tasks for a given worker, and (2) Top-N-Workers (TNW) recommendation algorithms for identifying the top-N best workers for a task requester. Extensive experimental study is conducted that validates the effectiveness and efficiency of a broad spectrum of algorithms, accompanied by our analysis and the insights gained.

Learning to Adaptively Rank Document Retrieval System Configurations

Information Retrieval systems involve a large number of parameters. For example, a system may choose from a set of possible retrieval models, or various query expansion parameters, whose values greatly influence the retrieval effectiveness. Traditionally, these parameters are set at system level based on training queries, and then used for different queries. We observe that it may not be easy to set all these parameters separately since they can be dependent. In addition, a global setting for all queries may not best fit all individual queries. The parameters should be set according to these characteristics. We propose a novel approach to tackle this problem by dealing with the entire system configurations instead of selecting a single parameter at a time. The selection of the best configuration is cast as a problem of ranking different possible configurations given a query using learning-to-rank (LTR). We exploit both the query features and the system configuration features in the LTR method, so that the selection of configuration is query-dependent. The experiments we conducted on four TREC ad-hoc collections show that this approach significantly outperforms the traditional method to tune system configuration globally. We also show that query expansion features are among the most important.

How does Domain Expertise Affect User's Search Interaction and Outcome in Exploratory Search?

People often conduct exploratory search to explore unfamiliar information space and learn new knowledge. While supporting the highly dynamic and interactive exploratory search is still challenging for the search system, we want to investigate which factors can make the exploratory search successful and satisfying from the user's perspective. Previous research suggests that domain experts have different search strategies and are more successful in finding domain-specific information, but how domain expertise level will influence user's interaction and search outcomes in exploratory search, especially in different knowledge domains, is still unclear. In this work, via a carefully designed user study that involves 30 participants, we investigate the influence of domain expertise levels on the interaction and outcome of exploratory search in three different domains: environment, medicine, and politics. We record participants' search behaviors, including their explicit feedbacks and eye fixation sequences, in a laboratory setting. With this dataset, we identify both domain-independent and domain-dependent effects on user behaviors and search outcomes. Our results extend existing research on the effect of domain expertise in search and suggest different strategies for exploiting domain expertise to support exploratory search in different knowledge domains.

Bibliometrics

Publication Years 1983-2018
Publication Count 714
Citation Count 21955
Available for Download 714
Downloads (6 weeks) 4573
Downloads (12 Months) 40877
Downloads (cumulative) 788902
Average downloads per article 1105
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)
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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 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 S 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)
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First Name Last Name Paper Counts
Tatseng Chua 12
William Croft 9
Maarten De Rijke 8
Hsinchun Chen 8
Justin Zobel 8
Norbert Fuhr 7
Bin Cui 7
Oren Kurland 6
Gonzalo Navarro 6
Stavros Christodoulakis 6
Waynexin Zhao 6
Alistair Moffat 6
Hector Garcia-Molina 6
Hengtao Shen 6
Thomas, Malone 5
Kalervo Järvelin, 5
Dennis Tsichritzis 5
Zi Huang 5
Roger King 5
John Gould 5
Liqiang Nie 5
John Leggett 4
Mark Sanderson 4
Jianyun Nie 4
Ophir Frieder 4
Prasenjit Mitra 4
Ricardo Baeza-Yates 4
Dennis McLeod 4
Fausto Rabitti 4
Susan Dumais 4
Hugh Williams 4
Raffaele Perego 4
Ahmed Abbasi 4
Kamfai Wong 4
Chengxiang Zhai 4
Fabio Crestani 4
Falk Scholer 4
Ryen White 4
Jimmy Lin 4
Wai Lam 4
Swapan Parui 3
Nicola Ferro 3
Luis Gravano 3
Dawei Song 3
Craig Macdonald 3
Joseph Konstan 3
Alexander Tuzhilin 3
Abdur Chowdhury 3
Amihai Motro 3
Elisa Bertino 3
Hongzhi Yin 3
Kumyew Lai 3
Heikki Keskustalo 3
Robert Luk 3
Matthias Jarke 3
Luo Si 3
Fabrizio Silvestri 3
Salvatore Orlando 3
Kuilam Kwok 3
Henry Gladney 3
Xiaofang Zhou 3
Roy Rada 3
Marjan Celikik 3
Xing Xie 3
Christos Faloutsos 3
Ge Nong 3
Nieves Brisaboa 3
Dongxiang Zhang 3
Eric Horvitz 3
Iadh Ounis 3
Fernando Diaz 3
Nívio Ziviani 3
Jirong Wen 3
Abraham Bookstein 3
Pavel Zezula 3
David Carmel 3
Xiaojun Wan 3
Cornelis Van Rijsbergen 3
Edleno De Moura 3
Shmuel Klein 3
Simon Gibbs 3
William Cohen 3
Jamie Callan 3
Gary Marchionini 3
Ben Shneiderman 3
Hannah Bast 3
Liqiang Nie 3
Huanbo Luan 2
Fred Damerau 2
Emine Yilmaz 2
Xiangji Huang 2
Nick Craswell 2
Nigel Shadbolt 2
Edward Dang 2
Hui Yang 2
Tieyan Liu 2
Elena Baralis 2
Paolo Garza 2
Lucy Suchman 2
Chirag Shah 2
Christopher Higgins 2
Joemon Jose 2
Hanghang Tong 2
Katsumi Tanaka 2
Claudio Carpineto 2
Nicole Yankelovich 2
Wenhui Zhang 2
Nat Ballou 2
Zhiping Gu 2
Antonio Siochi 2
Scott Hudson 2
Fiana Raiber 2
Shipeng Li 2
Steven Beitzel 2
Waihong Chan 2
Shane Culpepper 2
Mansur Kabuka 2
Jonathan Grudin 2
Özgür Ulusoy 2
Frederick Lochovsky 2
John Riedl 2
Lillian Lee 2
Ian Ruthven 2
Stefan Siersdorfer 2
Frank Tompa 2
Zhiting Hu 2
Darrell Woelk 2
Jian Cao 2
Ronny Lempel 2
Filip Radlinski 2
Hui Xiong 2
Benjamin Piwowarski 2
Ido Guy 2
Mandar Mitra 2
Gautam Pant 2
Charles Wiecha 2
Jiaul Paik 2
Sakti Pramanik 2
Hochung Wu 2
Mark Chignell 2
Tao Mei 2
Eric Jensen 2
Seungwon Hwang 2
Vijay Raghavan 2
Alan Hevner 2
Raymond Panko 2
Essam El-Kwae 2
Warren Greiff 2
Massimo Melucci 2
Yong Yu 2
Manolis Koubarakis 2
Nicola Tonellotto 2
Marcel Reinders 2
Randall Trigg 2
Tao Tao 2
Shangsong Liang 2
Stephen Boies 2
Hideki Koike 2
Hady Lauw 2
Jiashu Zhao 2
Lidong Bing 2
Pasquale Savino 2
Kotagiri Ramamohanarao 2
Qiang Zhu 2
David Hawking 2
Carson Woo 2
Brian Cooper 2
William Webber 2
Hong Cheng 2
Ling Feng 2
Stuart Middleton 2
Paolo Paolini 2
David Hicks 2
Weiyi Meng 2
Laurence Park 2
Keke Chen 2
Sudha Ram 2
Clyde Giles 2
Padmini Srinivasan 2
Raymond Lau 2
Nicholasjing Yuan 2
Jie Tang 2
Stanley Zdonik 2
Edward Fox 2
Irwin King 2
Jianguo Xiao 2
Hongyan Liu 2
Letizia Tanca 2
Neil Rowe 2
Dimitris Papadias 2
Susan Gauch 2
Eepeng Lim 2
Jiantao Sun 2
Pável Calado 2
Giovanni Romano 2
Richard Furuta 2
Robert Capra 2
Jorge Garza 2
Won Kim 2
Kianlee Tan 2
Jaime Teevan 2
Rossano Venturini 2
Guandong Xu 2
Michael Lyu 2
Jialie Shen 2
Berthier Ribeiro-Neto 2
David Vallet 2
Piero Fraternali 2
Anna Shtok 2
Sanda Harabagiu 2
Wanda Orlikowski 2
Zongyang Ma 2
Thorsten Joachims 2
Mark Carman 2
Daniel Zeng 2
Howard Turtle 2
Barbara Pernici 2
Zhaohui Zheng 2
Arjen De Vries 2
Clayton Lewis 2
Leefeng Chien 2
Gordon Cormack 2
Gediminas Adomavicius 2
Jaana Kekäläinen 2
Roi Blanco 2
Carmel Domshlak 2
Milad Shokouhi 2
Mounia Lalmas 2
Yoelle Maarek 2
Claudio Lucchese 2
Liang Hu 2
Dongxiang Zhang 2
Peter Bruza 2
William Jones 2
Jinxi Xu 2
John Mylopoulos 2
Antonio Fariña, 2
Shibing Yao 2
Ronan Cummins 2
Qiang Yang 2
İsmail Altıngövde 2
Anthony Kaye 2
John Schnase 2
Dou Shen 2
Jennifer Widom 2
Paul Stotts 2
Longbing Cao 2
Charles Clarke 2
Jun Ma 2
George Fitzmaurice 2
Aixin Sun 2
Maria Fugini 2
Olivia Sheng 2
Andrew Trotman 2
Douglas Terry 2
Fazli Can 2
John Carroll 2
Loren Terveen 2
Robert Krovetz 2
Rong Jin 2
Panagiotis Ipeirotis 2
Edward Chang 2
Rodrygo Santos 2
Juanzi Li 2
Zhaochun Ren 2
Gao Cong 2
Quan Yuan 2
Jian Ma 1
Yaojing Wang 1
Feng Xu 1
Yong Rui 1
Xiaoming Zhang 1
Zhoujun Li 1
Xia Hu 1
W Wilbur 1
Richard Scamell 1
Waiman Cheung 1
Miro Lehtonen 1
Nima Asadi 1
Ben He 1
Kira Radinsky 1
Joel Remde 1
Dennis Egan 1
Zhiqiang Toh 1
Olivier Van Laere 1
Christopher Jones 1
Ling Chen 1
George Awad 1
Wessel Kraaij 1
Sara Morsy 1
John Lusth 1
J Kelley 1
Mark Ackerman 1
Yuchen Li 1
Franco Cardillo 1
Ehud Rivlin 1
Markus Schedl 1
Gerhard Widmer 1
Jiangning He 1
Qiaozhu Mei 1
Yang Yang 1
Leon Stenneth 1
Mingming Jiang 1
Alberto Belussi 1
Peter Nürnberg 1
Henry Lucas, 1
Cheng Hsu 1
Jaap Kamps 1
Liqun Ruan 1
Ralf Keller 1
Jiangtao Cui 1
Ke Wang 1
Aqil Azmi 1
Nouf Alshenaifi 1
Victor Mak 1
Daniel Ford 1
Richard Connor 1
Andrew Turpin 1
Roberto Konow 1
Gerald Barber 1
Andrew Bailey 1
Robert Purvy 1
Mário Nascimento 1
Xuanhui Wang 1
Shojiro Nishio 1
Lele Yu 1
Xuemeng Song 1
Xiaoli Li 1
Jie Tang 1
Yukun Zhao 1
Curtis Cole 1
Shamim Mohamed 1
Christopher Chute 1
Edmund Yu 1
G Blake 1
M Papa 1
Andreas Rauber 1
Jacques Savoy 1
David Sturman 1
Steve Whittaker 1
R Palmer 1
Mc Schraefel 1
Scott Moore 1
Bozena Thompson 1
Alejandro López-Ortíz 1
Francisco Lerch 1
Jonathan Hull 1
Frederick Thompson 1
Nicola Dell 1
H Hartson 1
Sharon Greene 1
Calvin Lue 1
Joseph Kalash 1
Chidanand Apté 1
Elizabeth Liddy 1
Murugappan Palaniappan 1
Aditya Pal 1
Franklin Harper 1
Riccardo Miotto 1
Kellogg Booth 1
David Zeltzer 1
Yunqi Sun 1
Jiandong Liang 1
Manuel Pérez-Quiñones 1
Ruth Beyth-Marom 1
Hamish McAlpine 1
Nava Pliskin 1
Tiancheng Lou 1
Zhaoyan Ming 1
TeckTim Tan 1
Kejia Chen 1
Yu Jing 1
Walter Luyten 1
Daniel Samarov 1
Ya Zhang 1
Zhiqian Zhang 1
Yidong Shen 1
Peter Sassone 1
Xiangfeng Luo 1
Taesup Moon 1
Yingqin Gu 1
Jeff Conklin 1
Quinzheng Kong 1
Ida Mele 1
Yonghong Tian 1
Shoaib Jameel 1
Christopher Bailey 1
Beitao Li 1
Peter Turney 1
Sunil Sarin 1
Elena Zheleva 1
Liangchih Yu 1
Bin Cui 1
Yulan He 1
Clarence, Ellis 1
Ahmed Elmagarmid 1
Tamara Kolda 1
TeSon Kuo 1
Ralf Schenkel 1
Jakob Gonczarowski 1
Peng Cui 1
Azhar Alhindi 1
Nicholas Belkin 1
Bo Hu 1
Michael Bendersky 1
Einat Minkov 1
Colette Rolland 1
Jian Zhang 1
Alasdair Thomason 1
Zhong Su 1
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Tao Li 1
Ryutaro Adachi 1
Yuxiao Dong 1
Yang Yang 1
Lifang He 1
Zhiqiu Huang 1
Shimon Schocken 1
Murray Mazer 1
Author index 1
Pierre Genevès 1
Nabil Layaïda 1
Nevenka Dimitrova 1
Dick Bulterman 1
Xiaozhao Zhao 1
Thomas Landauer 1
Louis Gomez 1
Jaime Arguello 1
Luca Aiello 1
Hazem Hajj 1
Kuochu Lee 1
Qiao Qian 1
Hongyuan Zha 1
Long Guo 1
Paul Thomas 1
Yunhai Tong 1
Longqi Yang 1
Hua Lu 1
Michael Nelson 1
Michele Weigle 1
Chengkang Hsieh 1
John Pollak 1
Masoud Asadpour 1
Deborah Hix 1
Peter Schwarz 1
Anthony Tomasic 1
Mark Weiser 1
Xin Cao 1
Zhengjun Zha 1
Christopher Shaw 1
Noa Gradovitch 1
Max Van Kleek 1
Shaul Markovitch 1
Bo Yang 1
Xiansheng HUA 1
Klaus Schulz 1
Debra Gash 1
Sheng Gao 1
Thang Dinh 1
Min Peng 1
Wang Gao 1
Ana Freire 1
Lei Chen 1
Guidong Zheng 1
Wenquan Wang 1
Chenliang Li 1
Lei Shi 1
Helene Hembrooke 1
Hang Cui 1
L Leung 1
Muhammad Ibrahim 1
Jun Miao 1
Lihong Li 1
Gaewon You 1
Youngin Song 1
Zaiqing Nie 1
Steven Miller 1
Venkat Rangan 1
Christopher Fry 1
Stefano Leonardi 1
Piotr Sankowski 1
Taklam Wong 1
Amjad Daoud 1
Lenwood Heath 1
Michael Chau 1
Ángeles Places 1
Il Im 1
Yangchang Hong 1
Francisco Claude 1
Ben Carterette 1
Cary Buchman 1
Akinori Yonezawa 1
Shiqiang Yang 1
Michael Cole 1
Sanna Kumpulainen 1
Stefano Mizzaro 1
Kaveh Pahlavan 1
Robert Neches 1
Mary Culnan 1
Stephanie Haas 1
Jiancong Tong 1
Parvaz Mahdabi 1
Shazia Sadiq 1
Yongxin Tong 1
Shiwan Zhao 1
Zhumin Chen 1
Franco Nardini 1
Elad Yom-Tov 1
Anders Mørch 1
Xiaofeng Guan 1
Yuanhua Lv 1
Daqing He 1
Dongyi Guan 1
Michael Littman 1
Bernard Jansen 1
David Rosenblitt 1
Mayer Schwartz 1
Gregg Foster 1
Lise Getoor 1
Or Levi 1
Richard McCreadie 1
Huayu Wu 1
Defu Lian 1
Yunjun Gao 1
Gang Chen 1
Carsten Eickhoff 1
Zhongzhi Shi 1
Lars Söderlund 1
Matts Ahlsen 1
Amr Ahmed 1
Weigang Wang 1
Walid Magdy 1

Affiliation Paper Counts
Technische Universitat Braunschweig 1
De Montfort University 1
Cairo University 1
MIT Computer Science and Artificial Intelligence Laboratory 1
Nokia Corporation 1
Xuzhou Normal University 1
University of Nairobi 1
Indian Institute of Technology, Kharagpur 1
Nanjing Audit University 1
Beijing Normal University 1
University of Turin 1
Universidad de Vigo 1
University of Vermont 1
University of Manchester 1
Fuji Xerox Co., Ltd. 1
National Security Agency 1
University of Turku 1
University of Patras 1
University of Hawaii System 1
Universite Claude Bernard Lyon 1 1
University of Dublin, Trinity College 1
Ghent University 1
Institute of Computer Science Crete 1
Miami University Oxford 1
University of Victoria 1
University of Bari 1
Wright State University 1
Institute of Information Science and Technologies, Pisa 1
International Computer Science Institute 1
University of Pennsylvania 1
University of Waikato 1
University of Hawaii at Manoa 1
University of Wollongong 1
Bentley College 1
University of Toledo 1
Chemical Abstracts Service 1
University of Arkansas - Fayetteville 1
Acxiom Corporation 1
Texas A and M University System 1
University of Cincinnati 1
George Mason University 1
University of Helsinki 1
Fraunhofer Institute for Integrated Publication and Information Systems Institute IPSI 1
California State University 1
Fujitsu Ltd. 1
Deutsche Telekom 1
Ton-Duc-Thang University 1
AT&T Laboratories Florham Park 1
University of Quebec System 1
Universite de Lyon 1
Universidad Francisco Marroquin 1
Instituto de Engenharia de Sistemas e Computadores Investigacao e Desenvolvimento em Lisboa 1
National Chung Cheng University 1
Courant Institute of Mathematical Sciences 1
Fluminense Federal University 1
Central China Normal University 1
College of Charleston 1
Weill Cornell Medical College 1
Universidad de Santiago de Compostela 1
Bar-Ilan University 1
Robert Gordon University 1
Nanjing University of Post and TeleCommunications 1
Shenzhen University 1
Lakehead University 1
University of Greenwich 1
Monterey Bay Aquarium Research Institute 1
Shanghai University 1
University of Connecticut 1
University of Insubria 1
University of Newcastle, Australia 1
Polytechnic Institute of Bari 1
Pace University 1
University of California System 1
Emerson College 1
University of Brescia 1
University of Qatar 1
University of Koblenz-Landau 1
Yonsei University 1
University of Warsaw 1
Memorial University of Newfoundland 1
Institute of Information Science Academia Sinica Taiwan 1
Claremont Graduate University 1
Jadavpur University 1
King's College London 1
State University of New York College at Oneonta 1
Fairleigh Dickinson University 1
South Valley University 1
Queen's University, Kingston 1
University of Ottawa, Canada 1
University of Hamburg 1
Iona College 1
University of Athens 1
MITRE Corporation 1
Nippon Telegraph and Telephone Corporation 1
Universitat Pompeu Fabra 1
National Research Council Canada 1
Northwestern University 1
Rensselaer Polytechnic Institute 1
Princeton University 1
University of Minnesota Duluth 1
Masaryk University 1
Oak Ridge National Laboratory 1
RWTH Aachen University 1
Roskilde University 1
Ohio University Athens 1
Shanghai Dianji University 1
The University of Nottingham Malaysia Campus 1
University of Liverpool 1
Xidian University 1
Nortel Networks 1
University of Neuchatel 1
University of Aarhus 1
Technical University of Darmstadt 1
San Francisco State University 1
Radboud University Nijmegen 1
Instituto Superior Tecnico 1
University of Magdeburg 1
Center For Research And Technology - Hellas 1
Institute for Cancer Research and Treatment, Candiolo 1
Rice University 1
Florida Atlantic University 1
Universite Pierre et Marie Curie 1
University of Adelaide 1
University of Windsor 1
Missouri Botanical Garden 1
Harvard University 1
University of Haifa 1
University of Regina 1
New University of Lisbon 1
Adobe Systems Incorporated 1
Industrial Technology Research Institute of Taiwan 1
Colby College 1
Oregon State University 1
La Trobe University 1
University of Electro-Communications 1
University of Liege 1
Hefei University of Technology 1
Korea University 1
Tilburg University 1
University College Dublin 1
University of Texas at Arlington 1
Florida State University 1
American Chemical Society 1
University of New South Wales 1
Federal University of Uberlandia 1
Enel 1
Dalhousie University 1
Colorado State University 1
National University of Defense Technology China 1
Nokia Bell Labs 1
Federal University of Mato Grosso do Sul 1
University of Houston 1
Towson University 1
University of Pavia 1
Sun Microsystems 1
Universite Paris 1 Pantheon-Sorbonne 1
HP Labs 1
Open University of Israel 1
Norwegian University of Science and Technology 1
Chungbuk National University 1
Philips Healthcare Nederland 1
OMRON Corporation 1
Dartmouth College 1
Queensland University of Technology 1
University of Central Oklahoma 1
Cisco Systems 1
University of South Carolina 1
INRIA Institut National de Rechereche en Informatique et en Automatique 1
Beijing University of Posts and Telecommunications 1
The University of Georgia 1
University of Texas at Austin 2
The University of North Carolina System 2
Aalborg University 2
Catholic University of Leuven, Leuven 2
King Saud University 2
Fudan University 2
GM Research Lab 2
California Institute of Technology 2
University of California, Santa Barbara 2
Universidad Europea de Madrid 2
Nanjing University of Aeronautics and Astronautics 2
University of Wisconsin Milwaukee 2
University of Maine 2
Tunis-El Manar University, Faculty of Science 2
CNRS Centre National de la Recherche Scientifique 2
University of Delaware 2
The University of Hong Kong 2
Open University 2
University of Sunderland 2
Xiamen University 2
Tektronix Incorporated 2
University of Tokyo 2
Center for Mathematics and Computer Science - Amsterdam 2
University of Massachusetts System 2
University of Edinburgh 2
Technical University of Berlin 2
University of Cambridge 2
Hebrew University of Jerusalem 2
Lehigh University 2
Mayo Clinic 2
University of Otago 2
Worcester Polytechnic Institute 2
University of Louisiana at Lafayette 2
IBM, Egypt 2
Victoria University Melbourne 2
Universite d'Avignon et des Pays du Vaucluse 2
IBM, USA 2
University of Calabria 2
Tel Aviv University 2
Xerox Research Centre Europe 2
Yahoo Research Barcelona 2
NASA Goddard Space Flight Center 2
Weizmann Institute of Science Israel 2
University of Illinois 2
National Chiao Tung University Taiwan 2
University of Notre Dame 2
National Cheng Kung University 2
Democritus University of Thrace 2
Tampere University of Technology 2
Drexel University 2
Ludwig Maximilian University of Munich 2
Aston University 2
Waseda University 2
University of Michigan-Dearborn 2
Northeastern University 2
BBN Technologies 2
University of Bologna 2
INRIA Rocquencourt 2
University of California, Riverside 2
CSIRO Mathematical and Information Sciences 2
University of Sao Paulo 2
Avaya Inc. 2
University of Science and Technology of China 2
INRIA Rhone-Alpes 2
RAND Corporation 2
Queens College, City University of New York 2
Santa Clara University 2
Shahid Beheshti University 2
University of Iowa 2
Southwest University of Finance and Economics China 3
National Center for Biotechnology Information 3
Old Dominion University 3
University of Nevada, Las Vegas 3
Carleton University 3
Universitat Politecnica de Catalunya 3
The University of Sydney 3
University of California, San Diego 3
University of Texas at Dallas 3
Georgetown University 3
Naval Postgraduate School 3
University of Udine 3
Pontifical Catholic University of Rio de Janeiro 3
Syracuse University 3
Queen Mary, University of London 3
University of Mannheim 3
Monash University 3
Chinese Academy of Sciences 3
The University of North Carolina at Charlotte 3
Hewlett-Packard Inc. 3
IBM China Company Limited 3
University of Miami 3
University of Essex 3
eBay, Inc. 3
University of Oxford 3
Vienna University of Technology 3
The Education University of Hong Kong 3
Tianjin University 3
University of Pisa 3
New Jersey Institute of Technology 3
University of Bath 3
Aalto University 3
Dublin City University 3
University of Kansas 3
Virginia Commonwealth University 3
University of Tehran 3
University of Duisburg-Essen 3
University of Reggio Calabria 3
Swiss Federal Institute of Technology, Zurich 3
Australian National University 3
Georgia State University 3
Universidad Autonoma de Madrid 3
Academia Sinica Taiwan 3
Indiana University 3
Los Alamos National Laboratory 3
Max Planck Institute for Informatics 3
University of California, Los Angeles 3
Osaka University 3
Boston University 4
University Michigan Ann Arbor 4
Delft University of Technology 4
University of Florida 4
National Institute of Standards and Technology 4
University of Copenhagen 4
Columbia University 4
National Taiwan University 4
University of Montreal 4
Karlsruhe Institute of Technology, Campus South 4
EURECOM Ecole d'Ingenieurs & Centre de Recherche en Systemes de Communication 4
University of Geneva 4
The University of Warwick 4
Binghamton University State University of New York 4
Fondazione Ugo Bordoni 4
Federal University of Amazonas 4
Harbin Institute of Technology 4
Ca' Foscari University of Venice 4
University of Illinois at Chicago 4
American University of Beirut 4
University of Pittsburgh 5
Beijing Institute of Technology 5
Google Inc. 5
The University of British Columbia 5
University of Roma La Sapienza 5
City University of Hong Kong 5
University of Illinois at Urbana-Champaign 5
Simon Fraser University 5
University of Minnesota System 5
Xerox Corporation 5
University of Southern California, Information Sciences Institute 5
University of Strathclyde 5
Ben-Gurion University of the Negev 5
Microsoft Research Cambridge 5
Kyoto University 5
University of Utah 5
The University of Western Ontario 5
Polytechnic Institute of Turin 5
Pohang University of Science and Technology 5
York University Canada 5
Brno University of Technology 5
Nankai University 5
Beihang University 5
University of Sheffield 5
University of Chicago 6
Zhejiang University 6
University of Twente 6
IBM Haifa Labs 6
University at Buffalo, State University of New York 6
Duke University 6
Cornell Tech 6
Sun Yat-Sen University 6
National Chiayi University 6
University of Lugano 6
University of Freiburg 6
University of Alberta 6
Johannes Kepler University Linz 6
Brown University 6
University of Jyvaskyla 6
TU Dortmund University 7
Bilkent University 7
University College London 7
Purdue University 7
National Library of Medicine 7
Ohio State University 7
University of Washington, Seattle 7
University of California, Berkeley 7
University of California, Irvine 7
Nanjing University 7
IBM Almaden Research Center 8
University of Virginia 8
Italian National Research Council 8
Cardiff University 8
Rutgers, The State University of New Jersey 9
Universidad de Chile 9
Michigan State University 9
Georgia Institute of Technology 9
Institute for Infocomm Research, A-Star, Singapore 9
Wuhan University 9
The University of North Carolina at Chapel Hill 10
Hong Kong Polytechnic University 10
Federal University of Minas Gerais 10
Illinois Institute of Technology 10
University of Milan 10
Indian Statistical Institute, Kolkata 10
Singapore Management University 10
New York University 11
Pennsylvania State University 11
University of Padua 11
Universidad de A Coruna 11
Arizona State University 12
Hong Kong University of Science and Technology 12
Telcordia Technologies, Inc. 13
Cornell University 13
Texas A and M University 13
University of Electronic Science and Technology of China 13
Virginia Tech 13
University of Technology Sydney 14
Nanyang Technological University 14
University of Southern California 14
Shandong University 14
University of Colorado at Boulder 15
University of Toronto 16
University of Melbourne 17
Carnegie Mellon University 17
Shanghai Jiaotong University 17
University of Minnesota Twin Cities 17
Istituto di Scienza e Tecnologie dell'Informazione A. Faedo 17
University of Amsterdam 18
University of Southampton 18
University of Waterloo 18
Microsoft Corporation 18
Microsoft Research Asia 18
Renmin University of China 19
Politecnico di Milano 20
Microelectronics Computer Technology Corporation 20
University of Glasgow 21
Technion - Israel Institute of Technology 21
Stanford University 23
Yahoo Research Labs 23
University of Tampere 23
Massachusetts Institute of Technology 24
Palo Alto Research Center Incorporated 24
University of Massachusetts Amherst 25
University of Queensland 26
RMIT University 28
Chinese University of Hong Kong 28
University of Arizona 29
Microsoft Research 30
IBM Thomas J. Watson Research Center 33
University of Maryland 34
Tsinghua University 34
Peking University 35
National University of Singapore 39

ACM Transactions on Information Systems (TOIS)
Archive


2018
Volume 36 Issue 4, June 2018  Issue-in-Progress
Volume 36 Issue 3, April 2018

2017
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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