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

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

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

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

Explicit Diversification of Event Aspects for Temporal Summarization

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About TOIS

ACM Transactions on Information Systems (TOIS) is a scholarly journal that publishes previously unpublished high-quality scholarly articles in all areas of information retrieval. TOIS is published quarterly.

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Forthcoming Articles
GeoMF++: Scalable Location Recommendation via Joint Geographical Modeling and Matrix Factorization

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

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

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

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

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

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

When content consumers explicitly judge content positively, we consider them to be engaged. Unfortunately, explicit user evaluations are difficult to collect, as they require user effort. Therefore, we propose to use device interactions as implicit feedback to detect engagement. We assess the usefulness of swipe interactions on tablets for predicting engagement, and make the comparison with using traditional features based on time spent. We gathered two unique datasets of more than 250,000 swipes, 100,000 unique article visits, and over 35,000 explicitly judged news articles, by modifying two commonly used tablet apps of two newspapers. We tracked all device interactions of 407 experiment participants during one month of habitual news reading. We employed a behavioral metric as a proxy for engagement, because our analysis needed to be scalable to many users, and scanning behavior required us to allow users to indicate engagement quickly. We point out the importance of taking into account content ordering, report the most predictive features, zoom in on briefly read content and on the most frequently read articles. Our findings demonstrate that fine-grained tablet interactions are useful indicators of engagement for newsreaders on tablets. The best features successfully combine both time-based aspects and swipe interactions.

Joint Modeling of Participant Influence and Latent Topics for Recommendation in Event-based Social Networks

Event-based social networks (EBSNs) are becoming popular in recent years. Users can publish a planned event on an EBSN website, calling for other users to participate the event. When a user is making a decision on whether to participate an event in EBSNs, one aspect for consideration is who else have agreed to join this event. Existing participants of the event may affect the decision of the user, to which we refer as participant influence. However, participant influence is not well studied by previous works. In this paper, we propose a Poisson factorization model to build an event recommendation model which considers participant influence and exploits the influence of existing participant, on the decisions of new participants. The effect of participant influence is associated with the target event, the host group of the event, and the location of the event. Furthermore, our proposed model can extract latent event topics from event text descriptions, and characterize events, groups, and locations by distributions of event topics. Associations between latent event topics and participation influence are exploited for improving event recommendation. We have conducted extensive experiments on some datasets extracted from a real-world EBSN. The results demonstrate that the consideration of participant influence can improve event recommendation.

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

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

Selective Cluster Presentation on the Search Results Page

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

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

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

QuoteRec: Towards Quote Recommendation for Writing

Quote is a language phenomenon of transcribing the saying of someone else, like a proverb or a famous saying. Proper usage of quote can usually make the statement more elegant and convincing. However, sometimes we may be so eager to use a quote somewhere, but have no idea about the relevant quotes to express our idea. Therefore it is exciting to have a recommendation system to recommend potential quotes for use while writing. This paper proposes a novel task of quote recommendation, and present a quote recommendation system called QuoteRec. Two models are proposed to learn the vector representations of quotes and contexts, and then rank the candidate quotes according to the representations. The first model learns the quote representation according to the contexts of a quote. The second model is a neural network model, which learns the representation of a quote by concerning both its content and contexts. Moreover, in the second model a mechanism is introduced to model the subtle usage of word meaning in the quote. Experimental results show that the proposed models are quite effective at learning the semantic representations of quotes, and the neural network model achieves state-of-the-art results on the quote recommendation task.

Further Insights on Drawing Sound Conclusions from Noisy Judgments

Bibliometrics

Publication Years 1983-2018
Publication Count 701
Citation Count 21964
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Downloads (6 weeks) 4815
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Downloads (cumulative) 776266
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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)
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Jonathan L Herlocker ACM Software System Award (2010)
Djoerd Hiemstra ACM Senior Member (2009)
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Xian-Sheng Hua ACM Distinguished Member (2015)
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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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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 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)
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Jennifer Widom ACM Athena Lecturer Award (2015)
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Xing Xie ACM Senior Member (2010)
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Qiang Yang ACM Fellows (2017)
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Akinori Yonezawa ACM Fellows (1999)
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Zhi-Hua Zhou ACM Fellows (2016)
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First Name Last Name Paper Counts
Tatseng Chua 12
William Croft 9
Justin Zobel 8
Hsinchun Chen 8
Norbert Fuhr 7
Maarten De Rijke 7
Bin Cui 7
Gonzalo Navarro 6
Stavros Christodoulakis 6
Alistair Moffat 6
Hector Garcia-Molina 6
Hengtao Shen 6
Kalervo Järvelin, 5
Oren Kurland 5
Dennis Tsichritzis 5
Waynexin Zhao 5
Liqiang Nie 5
Zi Huang 5
John Gould 5
Thomas, Malone 5
Roger King 5
John Leggett 4
Mark Sanderson 4
Ophir Frieder 4
Jianyun Nie 4
Fausto Rabitti 4
Dennis McLeod 4
Prasenjit Mitra 4
Hugh Williams 4
Susan Dumais 4
Ricardo Baeza-Yates 4
Raffaele Perego 4
Ahmed Abbasi 4
Fabio Crestani 4
Chengxiang Zhai 4
Kamfai Wong 4
Falk Scholer 4
Jimmy Lin 4
Ryen White 4
Swapan Parui 3
Nicola Ferro 3
Luis Gravano 3
Dawei Song 3
Elisa Bertino 3
Abdur Chowdhury 3
Craig Macdonald 3
Joseph Konstan 3
Alexander Tuzhilin 3
Amihai Motro 3
Hongzhi Yin 3
Kumyew Lai 3
Heikki Keskustalo 3
Luo Si 3
Nieves Brisaboa 3
Matthias Jarke 3
Xiaofang Zhou 3
Salvatore Orlando 3
Christos Faloutsos 3
Henry Gladney 3
Fabrizio Silvestri 3
Ge Nong 3
Roy Rada 3
Robert Luk 3
Kuilam Kwok 3
Marjan Celikik 3
Nívio Ziviani 3
Eric Horvitz 3
Iadh Ounis 3
Abraham Bookstein 3
Fernando Diaz 3
David Carmel 3
Simon Gibbs 3
William Cohen 3
Pavel Zezula 3
Edleno De Moura 3
Shmuel Klein 3
Cornelis Van Rijsbergen 3
Jamie Callan 3
Wai Lam 3
Ben Shneiderman 3
Gary Marchionini 3
Hannah Bast 3
Huanbo Luan 2
Lucy Suchman 2
Tieyan Liu 2
Zhiping Gu 2
Christopher Higgins 2
Antonio Siochi 2
Steven Beitzel 2
Katsumi Tanaka 2
Elena Baralis 2
Paolo Garza 2
Scott Hudson 2
Joemon Jose 2
Mansur Kabuka 2
Nicole Yankelovich 2
Hanghang Tong 2
Edward Dang 2
Claudio Carpineto 2
Shane Culpepper 2
Chirag Shah 2
Waihong Chan 2
Nat Ballou 2
Shipeng Li 2
Hui Yang 2
Gautam Pant 2
Jonathan Grudin 2
Hui Xiong 2
Jian Cao 2
Benjamin Piwowarski 2
Filip Radlinski 2
Stefan Siersdorfer 2
Lillian Lee 2
Ian Ruthven 2
John Riedl 2
Frank Tompa 2
Özgür Ulusoy 2
Frederick Lochovsky 2
Darrell Woelk 2
Ronny Lempel 2
Zhiting Hu 2
Raymond Panko 2
Robert Krovetz 2
Charles Wiecha 2
Seungwon Hwang 2
Vijay Raghavan 2
Warren Greiff 2
Fazli Can 2
Mark Chignell 2
Pasquale Savino 2
Hady Lauw 2
Eepeng Lim 2
Hongyan Liu 2
Richard Furuta 2
Yong Yu 2
Nicola Tonellotto 2
Neil Rowe 2
Jiantao Sun 2
Stephen Boies 2
Hideki Koike 2
Robert Capra 2
Massimo Melucci 2
Dongxiang Zhang 2
Shangsong Liang 2
Edward Fox 2
Irwin King 2
Pável Calado 2
Tao Tao 2
Susan Gauch 2
Manolis Koubarakis 2
Letizia Tanca 2
Randall Trigg 2
Xing Xie 2
Marcel Reinders 2
Giovanni Romano 2
Dimitris Papadias 2
Won Kim 2
Jorge Garza 2
Jiashu Zhao 2
Stanley Zdonik 2
Berthier Ribeiro-Neto 2
Sanda Harabagiu 2
Piero Fraternali 2
Paolo Paolini 2
Ling Feng 2
Brian Cooper 2
Daniel Zeng 2
Mark Carman 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
Clyde Giles 2
Sudha Ram 2
Padmini Srinivasan 2
Rossano Venturini 2
Guandong Xu 2
Weiyi Meng 2
Emine Yilmaz 2
Jaime Teevan 2
Raymond Lau 2
Laurence Park 2
Keke Chen 2
Fred Damerau 2
Nick Craswell 2
Nicholasjing Yuan 2
Jie Tang 2
Nigel Shadbolt 2
Xiangji Huang 2
Howard Turtle 2
Qiang Zhu 2
Wanda Orlikowski 2
Kotagiri Ramamohanarao 2
Hong Cheng 2
William Webber 2
Zongyang Ma 2
David Vallet 2
Anna Shtok 2
Barbara Pernici 2
Carmel Domshlak 2
Leefeng Chien 2
Antonio Fariña, 2
Zhaohui Zheng 2
Gediminas Adomavicius 2
Jinxi Xu 2
Claudio Lucchese 2
Liang Hu 2
Shibing Yao 2
Clayton Lewis 2
Xiaojun Wan 2
Milad Shokouhi 2
William Jones 2
Peter Bruza 2
Gordon Cormack 2
Jaana Kekäläinen 2
Arjen De Vries 2
Yoelle Maarek 2
Roi Blanco 2
Mounia Lalmas 2
Dongxiang Zhang 2
Dou Shen 2
John Mylopoulos 2
Paul Stotts 2
Qiang Yang 2
George Fitzmaurice 2
Anthony Kaye 2
Olivia Sheng 2
John Schnase 2
Liqiang Nie 2
Charles Clarke 2
Douglas Terry 2
Jennifer Widom 2
İsmail Altıngövde 2
Ronan Cummins 2
Maria Fugini 2
Aixin Sun 2
Alan Hevner 2
Rong Jin 2
Eric Jensen 2
Edward Chang 2
Juanzi Li 2
Rodrygo Santos 2
Panagiotis Ipeirotis 2
Sakti Pramanik 2
Jiaul Paik 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
Lihong Li 1
Gaewon You 1
Youngin Song 1
Zaiqing Nie 1
Venkat Rangan 1
Bernard Jansen 1
Akinori Yonezawa 1
Steven Miller 1
Christopher Fry 1
Michael Littman 1
Shazia Sadiq 1
Yongxin Tong 1
Keld Bødker 1
Shiwan Zhao 1
Zhumin Chen 1
Franco Nardini 1
Mark Mydland 1
Gunter Saake 1
Anders Mørch 1
Vasileios Hatzivassiloglou 1
Christopher Shaw 1
Sergey Melnik 1
Ulla Merz 1
Helene Hembrooke 1
Hang Cui 1
Mihai Lupu 1
Wenhui Zhang 1
Hazem Hajj 1
David Rosenblitt 1
Jaime Arguello 1
Luca Aiello 1
Mayer Schwartz 1
Gregg Foster 1
Yunhai Tong 1
Hua Lu 1
Michael Nelson 1
Michele Weigle 1
Longqi Yang 1
Chengkang Hsieh 1
John Pollak 1
L Leung 1
Xiaozhao Zhao 1
Noa Gradovitch 1
Masoud Asadpour 1
John Shepherd 1
Max Van Kleek 1
Amjad Daoud 1
Daniel Schwabe 1
Nicola Dell 1
Nima Asadi 1
Ben He 1
Kira Radinsky 1
Ruth Beyth-Marom 1
Hamish McAlpine 1
Layne Watson 1
Manuel Pérez-Quiñones 1
Michael Bernstein 1
Chris Buckley 1
Sharon Greene 1
CheukHang Ng 1
Gang Qian 1
Bozena Thompson 1
Frederick Thompson 1
John Smith 1
H Hartson 1
Bradley Miller 1
Mengchang Chen 1
Marimuthu Palaniswami 1
Devika Subramanian 1
Raymond Lorie 1
Yanzheng Wei 1
John Lusth 1
J Kelley 1
Gary Sockut 1
Michael Salisbury 1
Karin Petersen 1
Dennis Shasha 1
Calvin Lue 1
Michael Begeman 1
Jianping Fan 1
Elena Ferrari 1
Joan Morrissey 1
Yaojing Wang 1
Feng Xu 1
Joel Remde 1
Dennis Egan 1
Rodrigo Botafogo 1
Jian Ma 1
Yong Rui 1
Xiaoming Zhang 1
Zhoujun Li 1
Xia Hu 1
Joseph Kalash 1
Lenwood Heath 1
Manuel De Buenaga 1
Timothy Hoad 1
Deborah Hix 1
Yannis Drougas 1
Debra Gash 1
Jing Bai 1
Gerald Karam 1
Jie Han 1
Ravi Krishnamurthy 1
Mehran Sahami 1
Joanne Claussen 1
Peter Schwarz 1
Anthony Tomasic 1
Hang Li 1
Thomas Landauer 1
Louis Gomez 1
Engin Demir 1
Tim Pohle 1
Mark Weiser 1
Dario Lucarella 1
José San Pedro 1
Ruihua Song 1
Gang Huang 1
Ryosuke Shibasaki 1
Tao Li 1
Ryutaro Adachi 1
Yuxiao Dong 1
Yang Yang 1
Lifang He 1
Zhiqiu Huang 1
Stefano Mizzaro 1
Peter Schäuble 1
Murray Mazer 1
Shimon Schocken 1
Elisa Quintarelli 1
Author index 1
Xiaofeng Guan 1
Kuochu Lee 1
Shaul Markovitch 1
Bo Yang 1
Xiansheng HUA 1
Walid Magdy 1
Marianne Storrøsten 1
Yangchang Hong 1
Robert Nicholson 1
M Rashidian 1
Il Im 1
Cheng Niu 1
W Wilbur 1
Ulrich Pfeifer 1
Hari Sundaram 1
Peter Sanders 1
Richard Scamell 1
Chidanand Apté 1
Elizabeth Liddy 1
Changqing Zhou 1
Jialie Shen 1
Karl Mueller 1
Waiman Cheung 1
Jari Alasuvanto 1
Tamer Özsu 1
Krishna Bharat 1
Zhiqiang Toh 1
Murugappan Palaniappan 1
Khechai Sim 1
Andrew Webb 1
Eileen Abels 1
Yusheng Lai 1
Raymond McCall 1
Frank Shipman 1
Hua Wang 1
Qianqian Xie 1
Xiao Bai 1
Ioannis Arapakis 1
Cong Ma 1
Jie Lu 1
Barry Smyth 1
Chinhui Lee 1
Stuart Madnick 1
Udo Kruschwitz 1
Miamaria Saastamoinen 1
Prasenjit Majumder 1
David Millard 1
Jun Xu 1
Hang Li 1
Kaiqi Zhao 1
Goffredo Haus 1
Alberto Pinto 1
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Karthik Raman 1
Yizhou Sun 1
Bradley Skaggs 1
Mehrdad Mahdavi 1
Mehrnoush Shamsfard 1
Anders Bjornerstedt 1
Shiyang Lu 1
Maarten Marx 1
Clement Yu 1
Andrea Esuli 1
Chengyu Hsieh 1
Rui Chen 1
Minlie Huang 1
Kai Chen 1
Jianhua He 1
Yi Zhou 1
Sai Wu 1
Peter Bailey 1
Ronald Lee 1
Cary Buchman 1
David Grossman 1
Jonathan Gibbons 1
Richard Watson 1
Kalle Lyytinen 1
Anatol Holt 1
Fernando Flores 1
Jeongwoo Ko 1
Rodrick Megraw 1
Teruko Mitamura 1
HweeHwa Pang 1
Francisco Lerch 1
Kwokkee Wei 1
Wei Chu 1
Long Jiang 1
Di Jiang 1
Tomihisa Kamada 1
Matthew Conway 1
Xiaoyong Du 1
Diane Strong 1
Jonathan Hull 1
Chen Chang 1
Cyrano Cabarrus 1
Li Zhang 1
Jun Ma 1
Thomas White 1
Ralf Jungclaus 1
Paul Hart 1
Deborah Estrin 1
Kangheng Wu 1
Jock Mackinlay 1
George Robertson 1
Kellogg Booth 1
Yunqi Sun 1
Jiandong Liang 1
Alan Borning 1
Charu Aggarwal 1
David Zeltzer 1
Vincent Barnes 1
Zhuogang Li 1
Beverly Yang 1
Sriram Raghavan 1
Ruizhang Huang 1
Shingkit Chan 1
Bernd Stahl 1
Marina Jirotka 1
Kalina Bontcheva 1
Starr Hiltz 1
Sara Morsy 1
Polly Brown 1
Alberto Costa 1

Affiliation Paper Counts
Universidad de Vigo 1
Center For Research And Technology - Hellas 1
Nokia Corporation 1
American Chemical Society 1
Polytechnic Institute of Bari 1
San Francisco State University 1
Enel 1
University of Hamburg 1
University of New South Wales 1
Universidad de Santiago de Compostela 1
Fairleigh Dickinson University 1
University of Ottawa, Canada 1
University of Athens 1
University of Hawaii System 1
Masaryk University 1
University of Aarhus 1
The University of Georgia 1
Cisco Systems 1
University of Regina 1
Nortel Networks 1
University of Patras 1
University of California System 1
New University of Lisbon 1
University of Electro-Communications 1
Miami University Oxford 1
Universitat Pompeu Fabra 1
California State University 1
International Computer Science Institute 1
Ghent University 1
Institute of Computer Science Crete 1
University of Nairobi 1
Institute for Cancer Research and Treatment, Candiolo 1
Universidad Francisco Marroquin 1
University of Qatar 1
Adobe Systems Incorporated 1
National Security Agency 1
Ton-Duc-Thang University 1
Shanghai Dianji University 1
Nanjing Audit University 1
OMRON Corporation 1
Acxiom Corporation 1
Universite de Lyon 1
Philips Healthcare Nederland 1
Fuji Xerox Co., Ltd. 1
Technical University of Darmstadt 1
King's College London 1
University of Wollongong 1
Robert Gordon University 1
University of Turin 1
Fraunhofer Institute for Integrated Publication and Information Systems Institute 1
University of Windsor 1
Chemical Abstracts Service 1
MITRE Corporation 1
Norwegian University of Science and Technology 1
College of Charleston 1
INRIA Institut National de Rechereche en Informatique et en Automatique 1
Oregon State University 1
Institute of Information Science Academia Sinica Taiwan 1
University of Warsaw 1
University of Hawaii at Manoa 1
Aston University 1
Sun Microsystems 1
Federal University of Uberlandia 1
University of Pavia 1
University of Brescia 1
Bentley College 1
Dalhousie University 1
Queen's University, Kingston 1
Radboud University Nijmegen 1
RWTH Aachen University 1
Yonsei University 1
Beijing University of Posts and Telecommunications 1
De Montfort University 1
Tilburg University 1
University of Otago 1
Florida Atlantic University 1
University of South Carolina 1
Wright State University 1
George Mason University 1
University of Magdeburg 1
Memorial University of Newfoundland 1
University of Science and Technology of China 1
Iona College 1
Texas A and M University System 1
University of Liverpool 1
Jadavpur University 1
Universite Paris 1 Pantheon-Sorbonne 1
Nokia Bell Labs 1
State University of New York College at Oneonta 1
University of Toledo 1
University of Greenwich 1
Pace University 1
Open University of Israel 1
University of Connecticut 1
University of Bari 1
Industrial Technology Research Institute of Taiwan 1
Beijing Normal University 1
Universite Claude Bernard Lyon 1 1
Shanghai University 1
Oak Ridge National Laboratory 1
National University of Defense Technology China 1
Roskilde University 1
University of Cincinnati 1
Rensselaer Polytechnic Institute 1
Nippon Telegraph and Telephone Corporation 1
Xidian University 1
Swiss Federal Institute of Technology, Zurich 1
Lakehead University 1
Emerson College 1
Shenzhen University 1
University of Liege 1
Missouri Botanical Garden 1
Universite Pierre et Marie Curie 1
Fluminense Federal University 1
Florida State University 1
Instituto de Engenharia de Sistemas e Computadores Investigacao e Desenvolvimento em Lisboa 1
University of Neuchatel 1
University of Quebec System 1
Bar-Ilan University 1
Hefei University of Technology 1
University of Helsinki 1
University of Haifa 1
University of Victoria 1
Courant Institute of Mathematical Sciences 1
Princeton University 1
University of Texas at Arlington 1
University of Manchester 1
Claremont Graduate University 1
Deutsche Telekom 1
Towson University 1
University of Waikato 1
Xuzhou Normal University 1
Chungbuk National University 1
Indian Institute of Technology, Kharagpur 1
University of Arkansas - Fayetteville 1
Instituto Superior Tecnico 1
University College Dublin 1
Korea University 1
Rice University 1
University of Insubria 1
Monterey Bay Aquarium Research Institute 1
Colby College 1
University of Houston 1
University of Pennsylvania 1
MIT Computer Science and Artificial Intelligence Laboratory 1
University of Koblenz-Landau 1
University of Turku 1
La Trobe University 1
Northwestern University 1
Technical University in Braunschweig 1
Fujitsu Ltd. 1
National Chung Cheng University 1
Weill Cornell Medical College 1
Institute of Information Science and Technologies, Pisa 1
AT&T Laboratories Florham Park 1
Federal University of Mato Grosso do Sul 1
Colorado State University 1
Nanjing University of Post and TeleCommunications 1
University of Vermont 1
University of Adelaide 1
National Research Council Canada 1
University of Minnesota Duluth 1
Harvard University 1
University of Central Oklahoma 1
Cairo University 1
University of Newcastle, Australia 1
HP Labs 1
Central China Normal University 1
Dartmouth College 1
Queensland University of Technology 1
Ohio University Athens 1
University of Dublin, Trinity College 1
Tunis-El Manar University, Faculty of Science 2
IBM, Egypt 2
Lehigh University 2
RAND Corporation 2
Queens College, City University of New York 2
University of Illinois 2
Mayo Clinic 2
Tel Aviv University 2
Victoria University Melbourne 2
NASA Goddard Space Flight Center 2
University of Michigan-Dearborn 2
The University of Hong Kong 2
Hebrew University of Jerusalem 2
University of Sao Paulo 2
CNRS Centre National de la Recherche Scientifique 2
University of Maine 2
Tektronix Incorporated 2
CSIRO Mathematical and Information Sciences 2
Tampere University of Technology 2
GM Research Lab 2
Fudan University 2
Avaya Inc. 2
Santa Clara University 2
Worcester Polytechnic Institute 2
Center for Mathematics and Computer Science - Amsterdam 2
Technical University of Berlin 2
BBN Technologies 2
Open University 2
INRIA Rhone-Alpes 2
National Chiao Tung University Taiwan 2
King Saud University 2
University of Texas at Austin 2
University of Massachusetts System 2
Drexel University 2
National Cheng Kung University 2
University of Louisiana at Lafayette 2
Weizmann Institute of Science Israel 2
The University of North Carolina System 2
Xiamen University 2
University of Wisconsin Milwaukee 2
University of Calabria 2
IBM, USA 2
University of Notre Dame 2
Nanjing University of Aeronautics and Astronautics 2
Xerox Research Centre Europe 2
Aalborg University 2
University of Delaware 2
Waseda University 2
University of Iowa 2
Catholic University of Leuven, Leuven 2
University of Tokyo 2
University of Edinburgh 2
University of Bologna 2
Universidad Europea de Madrid 2
Northeastern University 2
Ludwig Maximilian University of Munich 2
University of California, Santa Barbara 2
University of California, Riverside 2
Democritus University of Thrace 2
University of Cambridge 2
Universite d'Avignon et des Pays du Vaucluse 2
California Institute of Technology 2
INRIA Rocquencourt 2
University of Sunderland 2
Shahid Beheshti University 2
Yahoo Research Barcelona 2
Max Planck Institute for Informatics 3
University of Essex 3
Virginia Commonwealth University 3
Los Alamos National Laboratory 3
University of Mannheim 3
The University of North Carolina at Charlotte 3
Universitat Politecnica de Catalunya 3
Old Dominion University 3
Australian National University 3
University of Kansas 3
University of Texas at Dallas 3
Georgia State University 3
University of Duisburg-Essen 3
Academia Sinica Taiwan 3
Carleton University 3
The Education University of Hong Kong 3
Vienna University of Technology 3
Southwest University of Finance and Economics China 3
Chinese Academy of Sciences 3
Tianjin University 3
Monash University 3
University of Reggio Calabria 3
Hewlett-Packard Inc. 3
Indiana University 3
Queen Mary, University of London 3
New Jersey Institute of Technology 3
University of Tehran 3
Georgetown University 3
Osaka University 3
Dublin City University 3
University of Sydney 3
University of Udine 3
Universidad Autonoma de Madrid 3
University of Oxford 3
Ben-Gurion University of the Negev 3
University of California, Los Angeles 3
University of Pisa 3
University of Miami 3
University of Bath 3
Syracuse University 3
University of California, San Diego 3
University of Nevada, Las Vegas 3
Pontifical Catholic University of Rio de Janeiro 3
Naval Postgraduate School 3
National Center for Biotechnology Information 3
Aalto University 3
IBM China Company Limited 3
Federal University of Amazonas 4
University of Geneva 4
National Taiwan University 4
Delft University of Technology 4
University of Montreal 4
Ca' Foscari University of Venice 4
University of Florida 4
Harbin Institute of Technology 4
Boston University 4
Binghamton University State University of New York 4
The University of Warwick 4
National Institute of Standards and Technology 4
University Michigan Ann Arbor 4
University of Illinois at Chicago 4
Karlsruhe Institute of Technology, Campus South 4
EURECOM Ecole d'Ingenieurs & Centre de Recherche en Systemes de Communication 4
Columbia University 4
University of Copenhagen 4
Fondazione Ugo Bordoni 4
American University of Beirut 4
University of Illinois at Urbana-Champaign 5
University of Sheffield 5
University of Minnesota System 5
Google Inc. 5
The University of British Columbia 5
The University of Western Ontario 5
Kyoto University 5
Polytechnic Institute of Turin 5
Beihang University 5
Brno University of Technology 5
City University of Hong Kong 5
University of Southern California, Information Sciences Institute 5
University of Pittsburgh 5
Beijing Institute of Technology 5
Nankai University 5
Simon Fraser University 5
Xerox Corporation 5
University of Strathclyde 5
University of Utah 5
Pohang University of Science and Technology 5
University of Roma La Sapienza 5
York University Canada 5
Microsoft Research Cambridge 5
Zhejiang University 6
University of Lugano 6
Duke University 6
Brown University 6
University of Twente 6
Sun Yat-Sen University 6
National Chiayi University 6
Johannes Kepler University Linz 6
University of Freiburg 6
IBM Haifa Labs 6
University of Chicago 6
University of Alberta 6
University at Buffalo, State University of New York 6
University of Jyvaskyla 6
Cornell Tech 6
National Library of Medicine 7
Ohio State University 7
University of California, Irvine 7
Purdue University 7
Bilkent University 7
University of Washington, Seattle 7
University College London 7
University of California, Berkeley 7
TU Dortmund University 7
Nanjing University 7
IBM Almaden Research Center 8
Italian National Research Council 8
University of Virginia 8
Cardiff University 8
Institute for Infocomm Research, A-Star, Singapore 9
Universidad de Chile 9
Georgia Institute of Technology 9
Wuhan University 9
Rutgers, The State University of New Jersey 9
Michigan State University 9
Illinois Institute of Technology 10
University of Electronic Science and Technology of China 10
Hong Kong Polytechnic University 10
Singapore Management University 10
Indian Statistical Institute, Kolkata 10
The University of North Carolina at Chapel Hill 10
Federal University of Minas Gerais 10
University of Milan 10
Shandong University 10
University of Padua 11
Pennsylvania State University 11
New York University 11
Universidad de A Coruna 11
Arizona State University 12
Hong Kong University of Science and Technology 12
Nanyang Technological University 13
Cornell University 13
Texas A and M University 13
Telcordia Technologies, Inc. 13
University of Technology Sydney 13
Virginia Tech 13
University of Southern California 14
University of Colorado at Boulder 15
Renmin University of China 16
University of Toronto 16
University of Amsterdam 17
Shanghai Jiaotong University 17
University of Melbourne 17
Carnegie Mellon University 17
University of Minnesota Twin Cities 17
Istituto di Scienza e Tecnologie dell'Informazione A. Faedo 17
Microsoft Research Asia 17
University of Waterloo 18
University of Southampton 18
Microsoft Corporation 18
Microelectronics Computer Technology Corporation 20
Technion - Israel Institute of Technology 20
Politecnico di Milano 20
University of Glasgow 21
Yahoo Research Labs 22
University of Tampere 23
Stanford University 23
Massachusetts Institute of Technology 24
Palo Alto Research Center Incorporated 24
Chinese University of Hong Kong 25
University of Massachusetts Amherst 25
University of Queensland 26
University of Arizona 28
RMIT University 28
Microsoft Research 28
Peking University 29
IBM Thomas J. Watson Research Center 33
University of Maryland 34
Tsinghua University 34
National University of Singapore 37

ACM Transactions on Information Systems (TOIS)
Archive


2018
Volume 36 Issue 3, February 2018  Issue-in-Progress

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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