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Comparing the Archival Rate of Arabic, English, Danish, and Korean Language Web Pages

It has long been suspected that web archives and search engines favor Western and English language webpages. In this article, we quantitatively... (more)

Clustered Elias-Fano Indexes

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

GVoS

The exponential increase of online videos greatly enriches the life of users but also brings huge numbers of near-duplicate videos (NDVs) that seriously challenge the video websites. The video websites entail NDV-related applications such as detection of copyright violation, video monitoring, video re-ranking, and video recommendation. Since these... (more)

Unifying Virtual and Physical Worlds

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

IDF for Word N-grams

Inverse Document Frequency (IDF) is widely accepted term weighting scheme whose robustness is supported by many theoretical justifications. However, applying IDF to word N-grams (or simply N-grams) of any length without relying on heuristics has remained a challenging issue. This article describes a theoretical extension of IDF to handle N-grams.... (more)

Yum-Me

Nutrient-based meal recommendations have the potential to help individuals prevent or manage conditions such as diabetes and obesity. However, learning people’s food preferences and making recommendations that simultaneously appeal to their palate and satisfy nutritional expectations are... (more)

Search Result Diversification in Short Text Streams

We consider the problem of search result diversification for streams of short texts. Diversifying search results in short text streams is more... (more)

Learning to Align Comments to News Topics

With the rapid proliferation of social media, increasingly more people express their opinions and reviews (user-generated content (UGC)) on recent news articles through various online services, such as news portals, forums, discussion groups, and microblogs. Clearly, identifying hot topics that users greatly care about can improve readers’... (more)

Inferring Dynamic User Interests in Streams of Short Texts for User Clustering

User clustering has been studied from different angles. In order to identify shared interests, behavior-based methods consider similar browsing or... (more)

NEWS

Call for Special Issue Proposals

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

New options for ACM authors to manage rights and permissions for their work

 

ACM introduces a new publishing license agreement, an updated copyright transfer agreement, and a new authorpays option which allows for perpetual open access through the ACM Digital Library. For more information, visit the ACM Author Rights webpage.

 

About TOIS

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

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Forthcoming Articles
What Does Affect the Correlation Among Evaluation Measures?

We investigate three research questions about Kendalls tau correlation and AP correlation between evaluation measures: (i) what is the effect of the number of systems and topics? (ii) what is the effect of removing low performing systems? (iii) what is the effect of the experimental collections? We propose a methodology based on General Linear Mixed Model and ANalysis Of VAriance to isolate the effects of the number of topics, number of systems, and experimental collections and to observe expected correlation values, net from these effects, which are stable and reliable. We learned that the effect of the number of topics is more prominent than the one of the number of systems and that 100 topics and 100 systems provide quite stable results, being the typical size of 50 topics and 100 systems already reasonable. Even if it produces different absolute values, removing low performing systems does not seem to provide information substantially different from not removing them. Finally, we found out that both document corpora and topic sets affect the correlation among evaluation measures, being the effect of the latter more prominent. However, the effect of the number of topics seems to influence correlation more than the topic sets.

AWARE: Exploiting Evaluation Measures to Combine Multiple Assessors

We propose the AWARE stochastic framework, a novel methodology for dealing with multiple crowd assessors, who may be contradictory and/or noisy. By modeling relevance judgements and crowd assessors as sources of uncertainty, AWARE takes the expectation of a generic performance measure, like AP, composed with these random variables. In this way, it approaches the problem of aggregating different crowd assessors from a new perspective, i.e. directly combining the performance measures computed on the ground-truth generated by the crowd assessors instead of adopting some classification technique to merge the labels produced by them. We propose several unsupervised estimators that instantiate the AWARE framework and we experiment them on TREC collections with respect to state-of-the-art approaches, i.e. MV and EM. We found out that AWARE approaches improve in terms of capability of correctly ranking systems and predicting the actual performance scores.

Local Representative based Matrix Factorization for Cold Start Recommendation

Cold start recommendation is one of the most challenging problems in recommender systems. An important approach for this problem is to conduct an interview for new users, called interview-based approach. Among the interview-based methods, Representative-Based Matrix Factorization (RBMF) provides an effective solution with appealing merits: It represents users over representative items, making the recommendations highly intuitive and interpretable. However, RBMF only utilizes a global set of representative items to model all users. Such a representation is somehow too restrict and may not be flexible to capture varying users' interests. To address this problem, we propose a novel interview-based model to dynamically create meaningful user groups using decision trees, and select local representative items for different groups. A two-round interview is performed for a user. In the first round, l1 global questions are issued for group division; in the second round, l2 local group-specific questions are given to derive local representation. We collect feedbacks on the (l1+l2) items to learn user representations. By combining these steps, we develop a joint optimization model, named local representative based matrix factorization, for new user recommendation. Extensive experiments on three public datasets have demonstrated the effectiveness of the proposed model compared with several competitive baselines.

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

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

Understanding and Leveraging the Impact of Response Latency on User Behaviour in Web Search

The interplay between the response latency of web search systems and users' search experience has only recently started to attract research attention, despite the important implications on monetization of such systems. In this work, we carry out two complementary studies to investigate the impact of response latency on users' searching behaviour. We first conduct a controlled study to investigate the sensitivity of users to increasing delays in response latency and show that the users of a fast search system are more sensitive to delays than the users of a slow search system. Moreover, the study finds that users become very likely to notice the response latency delays beyond a certain latency threshold. We then analyse a large number of search queries obtained from Yahoo Web Search and demonstrate the significant change in users' click behaviour as the response latency increases. To demonstrate a possible use case for our findings, we devise a machine learning framework that leverages the latency impact, together with other features, to predict whether a user will issue any click on web search results or not. As a further extension, we investigate whether this machine learning framework can be exploited to help search engines to reduce their energy consumption during query processing.

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

Suggesting/recommending venues or points-of-interest (POIs) is a hot topic in recent years, especially for tourism applications and mobile users. We propose and evaluate several suggestion methods, taking an effectiveness, feasibility, efficiency, and privacy perspective. The task is addressed by two content-based methods, namely, a Weighted kNN classifier and a Rated Rocchio personalized query, Collaborative Filtering methods, as well as several methods of merging results (rank-based or rating-based) of different systems. Effectiveness is evaluated on two standard benchmark datasets, provided and used by TREC's Contextual Suggestion Tracks in 2015 and 2016. First, we enrich these datasets with more information on venues, collected from web-services like Foursquare and Yelp; we make this extra data available for future experimentation. Then, we find that the content-based methods provide state-of-the-art effectiveness, the collaborative filtering variants mostly suffer from data sparsity problems in the current datasets, and the merging methods further improve results by mainly promoting the first relevant suggestion. Concerning mobile feasibility, efficiency, and user privacy, the content-based methods, especially Rated Rocchio, are the best. Collaborative filtering has the worst efficiency and privacy leaks. Our findings can be very useful for developing effective operational systems, respecting user privacy.

Bibliometrics

Publication Years 1983-2017
Publication Count 678
Citation Count 21174
Available for Download 678
Downloads (6 weeks) 4424
Downloads (12 Months) 38809
Downloads (cumulative) 754341
Average downloads per article 1113
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 M 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)
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 Senior Member (2016)
Yannis E Ioannidis ACM Fellows (2004)
Robert J.K. Jacob ACM Fellows (2016)
Matthias Jarke ACM Fellows (2013)
Christian S. Jensen ACM Fellows (2011)
Thorsten Joachims ACM Fellows (2014)
Min-Yen Kan ACM Senior Member (2009)
David Karger ACM Fellows (2009)
ACM Doctoral Dissertation Award (1994)
Won Kim ACM Distinguished Service Award (2001)
Jon Kleinberg ACM AAAI Allen Newell Award (2014)
ACM Fellows (2013)
ACM Prize in Computing (2008)
Joseph A Konstan ACM Software System Award (2010)
ACM Fellows (2008)
ACM Distinguished Member (2006)
Wessel Kraaij ACM Senior Member (2007)
Robert Kraut ACM Fellows (2011)
Michael E Lesk ACM Fellows (1996)
Yiqun Liu ACM Senior Member (2016)
Raymond A Lorie ACM Fellows (2000)
ACM Software System Award (1988)
ACM Programming Systems and Languages Paper Award (1982)
David E. Losada ACM Senior Member (2011)
Robert WP Luk ACM Senior Member (2007)
Yoelle Maarek ACM Fellows (2013)
ACM Distinguished Member (2010)
Jock D Mackinlay ACM Distinguished Member (2013)
David Maier ACM Fellows (1998)
Gary Marchionini ACM Senior Member (2008)
Satoshi Matsuoka ACM Fellows (2011)
ACM Gordon Bell Prize
Tokyo Institute of Technology (2011)
Kathryn Mckinley ACM Fellows (2008)
ACM Distinguished Member (2006)
ACM Senior Member (2006)
Tao Mei ACM Distinguished Member (2016)
ACM Senior Member (2012)
Stuart Edward Middleton ACM Senior Member (2014)
George Andrei Mihaila ACM Senior Member (2008)
Bradley N Miller ACM Software System Award (2010)
Eliot Moss ACM Fellows (2007)
Brad A Myers ACM Fellows (2005)
Mario A Nascimento ACM Senior Member (2007)
Hwee Tou Ng ACM Distinguished Member (2010)
Dianne P O'Leary ACM Distinguished Member (2006)
ACM Fellows (2006)
Gary M Olson ACM Fellows (2007)
Judith S Olson ACM Athena Lecturer Award (2011)
ACM Fellows (2008)
M. Tamer Ozsu ACM Fellows (2006)
Randy Pausch ACM Fellows (2007)
ACM Karl V. Karlstrom Outstanding Educator Award (2007)
David Peleg ACM Fellows (2016)
David M Pennock ACM Senior Member (2006)
Manuel A. Perez-Quinones ACM Senior Member (2017)
Roy F Rada ACM Fellows (1995)
Vijay V Raghavan ACM Distinguished Member (2012)
Venkat P Rangan ACM Fellows (1998)
Paul J Resnick ACM Software System Award (2010)
John T Riedl ACM Software System Award (2010)
ACM Fellows (2009)
ACM Distinguished Member (2007)
George G Robertson ACM Fellows (2001)
S E Robertson ACM Fellows (2013)
Michael Rung-Tsong Lyu ACM Fellows (2015)
Daniela Rus ACM Fellows (2014)
Mehran Sahami ACM Presidential Award (2014)
Fabio A. Schreiber ACM Senior Member (2012)
Robert P. Schumaker ACM Senior Member (2012)
Dennis E Shasha ACM Fellows (2013)
Frank Shipman ACM Distinguished Member (2009)
Ben Shneiderman ACM Fellows (1997)
Padhraic Smyth ACM Fellows (2013)
Michael Stonebraker ACM A. M. Turing Award (2014)
ACM Fellows (1994)
ACM Software System Award (1988)
Jie Tang ACM Senior Member (2017)
Richard N Taylor ACM Fellows (1998)
Jaime Teevan ACM Senior Member (2012)
Douglas B Terry ACM Fellows (2008)
Loren Terveen ACM Distinguished Member (2009)
Frank Wm Tompa ACM Fellows (2010)
C J Van Rijsbergen ACM Fellows (2003)
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 Distinguished Member (2011)
Akinori Yonezawa ACM Fellows (1999)
Philip S Yu ACM Fellows (1997)
Stanley Zdonik ACM Fellows (2006)
Shumin Zhai ACM Fellows (2010)
ACM Distinguished Member (2006)
Zhi-Hua Zhou ACM Fellows (2016)
ACM Distinguished Member (2013)
ACM Senior Member (2011)
Zhi-Hua Zhou ACM Fellows (2016)
ACM Distinguished Member (2013)
ACM Senior Member (2011)

First Name Last Name Paper Counts
Tatseng Chua 11
Justin Zobel 8
William Croft 8
Hsinchun Chen 8
Norbert Fuhr 7
Bin Cui 7
Gonzalo Navarro 6
Stavros Christodoulakis 6
Alistair Moffat 6
Hector Garcia-Molina 6
Hengtao Shen 6
Maarten De Rijke 5
Zi Huang 5
Kalervo Järvelin, 5
Oren Kurland 5
Thomas, Malone 5
Liqiang Nie 5
Roger King 5
John Gould 5
Dennis Tsichritzis 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
Hongzhi Yin 3
Waynexin Zhao 3
Hannah Bast 3
Dawei Song 3
Luis Gravano 3
Elisa Bertino 3
Abdur Chowdhury 3
Joseph Konstan 3
Alexander Tuzhilin 3
Amihai Motro 3
Kumyew Lai 3
Heikki Keskustalo 3
Nieves Brisaboa 3
Luo Si 3
Matthias Jarke 3
Xiaofang Zhou 3
Salvatore Orlando 3
Christos Faloutsos 3
Henry Gladney 3
Fabrizio Silvestri 3
Ge Nong 3
Roy Rada 3
Robert Luk 3
Kuilam Kwok 3
Marjan Celikik 3
Nívio Ziviani 3
Eric Horvitz 3
Abraham Bookstein 3
Fernando Diaz 3
David Carmel 3
Simon Gibbs 3
Pavel Zezula 3
William Cohen 3
Edleno De Moura 3
Cornelis Van Rijsbergen 3
Shmuel Klein 3
Jamie Callan 3
Wai Lam 3
Ben Shneiderman 3
Gary Marchionini 3
Swapan Parui 3
Nicole Yankelovich 2
Mansur Kabuka 2
Edward Dang 2
Stefano Mizzaro 2
Claudio Carpineto 2
Chirag Shah 2
Shane Culpepper 2
Waihong Chan 2
Nat Ballou 2
Shipeng Li 2
Hui Yang 2
Gautam Pant 2
Hui Xiong 2
Jian Cao 2
Jonathan Grudin 2
Benjamin Piwowarski 2
Filip Radlinski 2
Craig Macdonald 2
Lillian Lee 2
Stefan Siersdorfer 2
Ian Ruthven 2
John Riedl 2
Frank Tompa 2
Özgür Ulusoy 2
Frederick Lochovsky 2
Ronny Lempel 2
Darrell Woelk 2
Zhiting Hu 2
Raymond Panko 2
Robert Krovetz 2
Seungwon Hwang 2
Vijay Raghavan 2
Charles Wiecha 2
Warren Greiff 2
Fazli Can 2
Mark Chignell 2
Alan Hevner 2
Rong Jin 2
Susan Gauch 2
Irwin King 2
Pável Calado 2
Tao Tao 2
Manolis Koubarakis 2
Randall Trigg 2
Letizia Tanca 2
Marcel Reinders 2
Giovanni Romano 2
Dimitris Papadias 2
Jorge Garza 2
Jiashu Zhao 2
Won Kim 2
Stanley Zdonik 2
Dongxiang Zhang 2
Berthier Ribeiro-Neto 2
Sanda Harabagiu 2
Piero Fraternali 2
Paolo Paolini 2
Ling Feng 2
Daniel Zeng 2
Mark Carman 2
Brian Cooper 2
David Hawking 2
Jirong Wen 2
Carson Woo 2
Stuart Middleton 2
Thorsten Joachims 2
David Hicks 2
Michael Lyu 2
Jialie Shen 2
Howard Turtle 2
Qiang Zhu 2
Wanda Orlikowski 2
Kotagiri Ramamohanarao 2
Iadh Ounis 2
William Webber 2
Hong Cheng 2
Clyde Giles 2
Sudha Ram 2
Padmini Srinivasan 2
Rossano Venturini 2
Guandong Xu 2
Weiyi Meng 2
Jaime Teevan 2
Raymond Lau 2
Laurence Park 2
Fred Damerau 2
Keke Chen 2
Nick Craswell 2
Nigel Shadbolt 2
Xiangji Huang 2
Huanbo Luan 2
Lucy Suchman 2
Zhiping Gu 2
Tieyan Liu 2
Christopher Higgins 2
Antonio Siochi 2
Katsumi Tanaka 2
Elena Baralis 2
Paolo Garza 2
Steven Beitzel 2
Scott Hudson 2
Joemon Jose 2
Anna Shtok 2
David Vallet 2
Barbara Pernici 2
Leefeng Chien 2
Carmel Domshlak 2
Antonio Fariña, 2
Zhaohui Zheng 2
Liang Hu 2
Gediminas Adomavicius 2
Claudio Lucchese 2
Jinxi Xu 2
Clayton Lewis 2
Shibing Yao 2
Xiaojun Wan 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
Charles Clarke 2
Jennifer Widom 2
Douglas Terry 2
İsmail Altıngövde 2
Ronan Cummins 2
Maria Fugini 2
Liqiang Nie 2
Eric Jensen 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
Pasquale Savino 2
Hongyan Liu 2
Hady Lauw 2
Eepeng Lim 2
Yong Yu 2
Nicola Tonellotto 2
Richard Furuta 2
Neil Rowe 2
Jiantao Sun 2
Stephen Boies 2
Hideki Koike 2
Robert Capra 2
Massimo Melucci 2
Edward Fox 2
Oren Etzioni 1
Omer Rana 1
Md Alim 1
Hien Nguyen 1
Sana Hamdi 1
Stan Lanning 1
Helena Webb 1
Amel Bouzeghoub 1
Hongwei Liang 1
Wassim El-Hajj 1
Khaled Shaban 1
Norman Delisle 1
Luca Cagliero 1
Qifan Wang 1
Minyen Kan 1
ShiHuo Chang 1
Yuexian Hou 1
Jongwook Kim 1
Qing Li 1
Jie Shao 1
Milad Shokouhi 1
Steven Hoi 1
Rafi Nachmias 1
David Elsweiler 1
Mark Baillie 1
John Lafferty 1
Hsijian Lee 1
Adele Howe 1
Stephen Robertson 1
Heidi Stettner 1
Massimo Santini 1
Domenico Rosaci 1
Giuseppe Sarné 1
Jianguo Xiao 1
Wei Gao 1
Gregory Crane 1
Charles McClellan 1
Frank Safayeni 1
Maarten Clements 1
Xiangyu Wang 1
Heikki Hämmäinen 1
Jintae Lee 1
Frank Hopfgartner 1
Ofer Egozi 1
Evgeniy Gabrilovich 1
Gary Olson 1
Chris Schmandt 1
Hiroshi Ishii 1
Minoru Kobayashi 1
Xiaobing Xue 1
Teekiah Chia 1
Sushil Jajodia 1
Noel O'Connor 1
Alexander Hars 1
Judith Olson 1
Vesper Owei 1
Tung Bui 1
S Suthasinekul 1
Jian Su 1
Padhraic Smyth 1
G Chen 1
Junyu Xuan 1
Loc Do 1
Shaowei Liu 1
Wenwu Zhu 1
Douglas Vogel 1
Tim Bray 1
Augusto Celentano 1
Andruid Kerne 1
Eunyee Koh 1
Brigitte Rock 1
Georg Gottlob 1
Jon Gulla 1
Michael Siegel 1
Anni Järvelin 1
Artur Pessoa 1
Shay Kutten 1
Marcin Kaszkiel 1
Javier Tejedor 1
Igor Szöke 1
Djoerd Hiemstra 1
Xudong Zhang 1
Dongdong Shan 1
Aditya Pal 1
Xuemeng Song 1
Qing Li 1
Zhen Yue 1
Gang Wang 1
Bart Dhoedt 1
Radford Neal 1
Jay Israel 1
Ronald Rice 1
Meng Wang 1
Lidong Bing 1
Zhiyong Cheng 1
Anagha Kulkarni 1
James Allan 1
Jingdong Wang 1
Zhiyong Wang 1
Jiawei Jiang 1
Bin Cui 1
Mathew Palakal 1
Susanna Barber 1
Eileen Trauth 1
Maria Theodoridou 1
David Choy 1
Roberto Zicari 1
Takahiro Hara 1
Xiang Wang 1
Dawei Luo 1
Siranush Radicati 1
Jonathan Herlocker 1
Carolyn Crouch 1
Thomas Little 1
Steve Jones 1
Raymond Ng 1
Wolfgang Effelsberg 1
Ioan Tăbuş 1
Lifeng Jia 1
Jiandong Liang 1
Kangheng Wu 1
Kellogg Booth 1
Vincent Barnes 1
Alan Borning 1
Charu Aggarwal 1
Zhuogang Li 1
Beverly Yang 1
Sriram Raghavan 1
Ruizhang Huang 1
Qiang Xue 1
Célia Dos Santos 1
Carole Hafner 1
Uffe Wiil 1
Geoff Walsham 1
Jiajun Liu 1
Maria Hanrahan 1
Moshe Zloof 1
Vance Waddle 1
Calvin Gotlieb 1
Dan Moldovan 1
Tsongli Wang 1
Fabio Salice 1
Jennifer Eberhardt 1
Mary Rosson 1
Kazem Taghva 1
Jonathan Cohen 1
Timo Raita 1
John Guiver 1
Michael Stonebraker 1
Vasilis Delis 1
Sebastiano Vigna 1
Salvatore Garruzzo 1
Paulo Masiero 1
Marcelo Turine 1
Diego Puppin 1
Woojin Paik 1
Sholom Weiss 1
Wendy Lehnert 1
Matteo Dell'Amico 1
Licia Capra 1
Frederik Transier 1
Thomas Lynam 1
Peter Sander 1
Andreas Oberweis 1
Sen Zhang 1
Yariv Aridor 1
Nicola Ferro 1
ChengSeen Ho 1
Xiaofeng Zhu 1
Andrea Tagarelli 1
Hweetou Ng 1
Dave Straube 1
Frank Walker 1
Javed Mostafa 1
Tsunghan Tsai 1
Kazutoshi Umemoto 1
Wei Ai 1
Jian Tang 1
Xing Xie 1
Nitesh Chawla 1
Charalampos Chelmis 1
Jianping Cao 1
Xiaochi Wei 1
Shunxiang Wu 1
Kianlee Tan 1
Xiaohui Xie 1
Zhongchen Miao 1
Fumin Shen 1
Lucia Vadicamo 1
Hengtao Shen 1
Wenjun Zhang 1
Esa Auramaki 1
Kalle Lyytinen 1
Anatol Holt 1
Fernando Flores 1
Rodrick Megraw 1
Jeongwoo Ko 1
Teruko Mitamura 1
Francisco Lerch 1
Kwokkee Wei 1
Wei Chu 1
Long Jiang 1
Xiaoyong Du 1
Jun Ma 1
Ralf Jungclaus 1
HweeHwa Pang 1
Diane Strong 1
Jonathan Hull 1
Di Jiang 1
Li Zhang 1
Tomihisa Kamada 1
Chen Chang 1
Cyrano Cabarrus 1
Thomas White 1
Matthew Conway 1
Paul Hart 1
Deborah Estrin 1
Jock Mackinlay 1
George Robertson 1
David Zeltzer 1
Yunqi Sun 1
Shingkit Chan 1
Bernd Stahl 1
Marina Jirotka 1
Kalina Bontcheva 1
Sara Morsy 1
Polly Brown 1
Starr Hiltz 1
Alberto Costa 1
Daniel Schwabe 1
Ben He 1
Kira Radinsky 1
Nima Asadi 1
Ruth Beyth-Marom 1
Hamish McAlpine 1
Layne Watson 1
Manuel Pérez-Quiñones 1
Michael Bernstein 1
Chris Buckley 1
John Smith 1
H Hartson 1
Sharon Greene 1
CheukHang Ng 1
Bradley Miller 1
Gang Qian 1
Yanzheng Wei 1
Marimuthu Palaniswami 1
Devika Subramanian 1
Bozena Thompson 1
Frederick Thompson 1
Raymond Lorie 1
Mengchang Chen 1
John Lusth 1
J Kelley 1
Gary Sockut 1
Dennis Shasha 1
Joan Morrissey 1
Michael Begeman 1
Jianping Fan 1
Elena Ferrari 1
Michael Salisbury 1
Karin Petersen 1
Joel Remde 1
Dennis Egan 1
Rodrigo Botafogo 1
Calvin Lue 1
Jian Ma 1
Sadegh Kharazmi 1
Anne Loomis 1
Bernard Haan 1
Philip Wu 1
Tom Bruns 1
Stéphane Bressan 1
Chris Fox 1
Feza Baskaya 1
David Peleg 1
Mark Weal 1
Wendy Hall 1
Jinhan Kim 1
Jordi Turmo 1
Derek Oppen 1
Sten Andler 1
Philip Smith 1
Roberto Maiocchi 1
Hongfei Yan 1
Seunghoon Na 1
Mengren Qian 1
Keunho Ryu 1
Manlung Yiu 1
Shiyang Lu 1
Yizhou Sun 1
Bradley Skaggs 1
Carl Hewitt 1
Simon King 1
Stephen Pollock 1
Shengqing Hu 1
Christina Lioma 1
Manuel Gomez-Rodriguez 1
Nan Du 1
Karthik Raman 1
Mehrdad Mahdavi 1
Mehrnoush Shamsfard 1
Snehasis Mukhopadhyay 1
Hongtai Chou 1
David Maier 1
Anders Bjornerstedt 1
Maarten Marx 1
Clement Yu 1
Andrea Esuli 1
Chengyu Hsieh 1
Jian 1
Xing Xie 1
Xuan Song 1
Jie Tang 1
Senzhang Wang 1
Joseph Kalash 1
W Wilbur 1
Cheng Niu 1
Ulrich Pfeifer 1
Elizabeth Liddy 1
Chidanand Apté 1
Hari Sundaram 1
Richard Scamell 1
Peter Sanders 1
Changqing Zhou 1
Jialie Shen 1
Waiman Cheung 1
Jari Alasuvanto 1
Krishna Bharat 1
Khechai Sim 1
Raymond McCall 1
Frank Shipman 1
Barry Smyth 1
Chinhui Lee 1
Tamer Özsu 1
Karl Mueller 1
Zhiqiang Toh 1
Jie Lu 1
Yusheng Lai 1
Murugappan Palaniappan 1
Andrew Webb 1
Eileen Abels 1
Stuart Madnick 1
Udo Kruschwitz 1
Miamaria Saastamoinen 1
Kaiqi Zhao 1
Zongyang Ma 1
Prasenjit Majumder 1
David Millard 1
Jun Xu 1
Hang Li 1
Goffredo Haus 1
Alberto Pinto 1
Sanghoon Lee 1
Elihu Gerson 1
Gianni Costa 1
Shlomo Moran 1
Holger Meuss 1
Yisong Yue 1
Robert Mack 1
J Rames 1
Daniel Lemire 1
Xin Li 1
Haoyu Wang 1
Jason Hong 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
Jonathan Gibbons 1
Richard Watson 1
Lihong Li 1
Gaewon You 1
Youngin Song 1
Zaiqing Nie 1
Christopher Fry 1
Michael Littman 1
Shazia Sadiq 1
Zhumin Chen 1
David Grossman 1
Steven Miller 1
Venkat Rangan 1
Bernard Jansen 1
Yongxin Tong 1
Shiwan Zhao 1
Franco Nardini 1
Gunter Saake 1
Akinori Yonezawa 1
Mark Mydland 1
Keld Bødker 1
Christopher Shaw 1
Anders Mørch 1
Vasileios Hatzivassiloglou 1
Sergey Melnik 1
Mihai Lupu 1
Wenhui Zhang 1
David Rosenblitt 1
Gregg Foster 1
Ulla Merz 1
Jaime Arguello 1
Luca Aiello 1
Hazem Hajj 1
Mayer Schwartz 1
Helene Hembrooke 1
Ling Chen 1
Xiaofang Zhou 1
Tiejun Huang 1
Jon Kleinberg 1
Minghao Piao 1
Olivier Van Laere 1
Christopher Jones 1
Ling Chen 1
George Awad 1
Wessel Kraaij 1
Hao Chen 1
Mark Ackerman 1
Saturnino Luz 1
Dong Wang 1
Aditya Pal 1
Franklin Harper 1
Riccardo Miotto 1
F Campagnoni 1
Hamideh Afsarmanesh 1
Luca Becchetti 1
Casper Petersen 1
E Fiume 1
Mark Hornick 1
Alan Purdy 1
Edward Sciore 1
Diklun Lee 1
Ralf Güting 1
Margrethe Olson 1
George Karypis 1
Mukund Deshpande 1
Miro Lehtonen 1
Mansaint Yuen 1
Shahana Sen 1
Gergely Korodi 1
Shengyang Li 1
Yaojing Wang 1
Feng Xu 1
Yong Rui 1
Xiaoming Zhang 1
Zhoujun Li 1
Xia Hu 1
Yuchen Li 1
Franco Cardillo 1
Alejandro López-Ortíz 1
Michael Graves 1
Jinsoo Park 1
Alan Biermann 1
Hang Cui 1
L Leung 1
Xiaozhao Zhao 1
John Shepherd 1
Noa Gradovitch 1
Max Van Kleek 1
Amjad Daoud 1
Lenwood Heath 1
Deborah Hix 1
Manuel De Buenaga 1
Timothy Hoad 1
Debra Gash 1
Jie Han 1
Yannis Drougas 1
Jing Bai 1
Gerald Karam 1
Ravi Krishnamurthy 1
Mehran Sahami 1
Joanne Claussen 1
Louis Gomez 1
Thomas Landauer 1
Dario Lucarella 1
Mark Weiser 1
Engin Demir 1
Peter Schwarz 1
Anthony Tomasic 1
José San Pedro 1
Tim Pohle 1
Peter Schäuble 1
Elisa Quintarelli 1
Shimon Schocken 1
Murray Mazer 1
Xiaofeng Guan 1
Author index 1
Shaul Markovitch 1
Walid Magdy 1
Marianne Storrøsten 1
Yangchang Hong 1
Robert Nicholson 1
Muhammad Ibrahim 1
Jun Miao 1
Sheng Gao 1
Kuochu Lee 1
Bo Yang 1
Xiansheng HUA 1
Il Im 1
Carolyn Stanley 1
Daniel Berry 1
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Yimin Wei 1
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Aldong Zhang 1
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Jari Veijalainen 1
Longbing Cao 1
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Caroline Eastman 1
Jia Chen 1
Qin Jin 1
Shenghua Bao 1
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Roger Ehrich 1
Won Kim 1
Rong Pan 1
Stephen Weyer 1
Zonghuan Wu 1
Pierre Dupont 1
Christine Kincaid 1
Cody Kwok 1
Joyce Chai 1
Patrick Gallinari 1
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Adam Jatowt 1
Mike Graf 1
Gail Rein 1
Bin Gao 1
Pasquale Lops 1
Chenyi Zhang 1
Roula Hobeica 1
Clarence Ellis 1
Quentin Jones 1
M Rashidian 1
Michal Rosen-Zvi 1
Chaitanya Chemudugunta 1
Shiqiang Yang 1
Lise Getoor 1
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Ying Lu 1
Michael Cole 1
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Ángeles Places 1
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Fiana Raiber 1
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Taklam Wong 1
Sicong Zhang 1
Yunhai Tong 1
Hua Lu 1
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Xin Cao 1
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Zhongzhi Shi 1
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Dick Bulterman 1
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Katja Hofmann 1
Hanghang Tong 1
Mark Dunlop 1
Wenjie Li 1
Jianke Zhu 1
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Ben Hicks 1
Marcos Gonçalves 1
Kai Groβjohann 1
Udi Manber 1
Kacheung Sia 1
Sara Cohen 1
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Manuel Maña-López 1
Thomas Rölleke 1
Kurt Godden 1
Carol Friedman 1
Carol Justus 1
Josiane Salaun 1
Art Ammann 1
Paula Sweeney 1
Kyuyoung Whang 1
Kenneth Utting 1
Mihai Surdeanu 1
Hal Berghel 1
Chunhung Cheng 1
Ernesto Damiani 1
Trystan Upstill 1
Tora Bikson 1
Gondy Leroy 1
James Thornton 1
Carol Lochbaum 1
Antonella Zanzi 1
Daniel Robey 1
Laura Haas 1
Srinandan Dasmahapatra 1
M Scerbo 1
Robert Allen 1
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Gary Nutt 1
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Dashiell Kolbe 1
Diane Kelly 1
Yiming Yang 1
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Ajita John 1
Eyal Krikon 1
Ruihua Song 1
Gang Huang 1
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Tao Li 1
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Yuxiao Dong 1
Yang Yang 1
Lifang He 1
Zhiqiu Huang 1
Long Guo 1
Paul Thomas 1
Hongyuan Zha 1
Qiao Qian 1
Alan Katz 1
Joyce Reynolds 1
Gregory Finn 1
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Kermit Gilbert 1
Linda Fineman 1
Arno Peels 1
Xiao Li 1
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Jun He 1
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Allison Powell 1
Victor Sanchez 1
Ramesh Choudhari 1
Satoshi Matsuoka 1
Shin Takahashi 1
Prasun Dewan 1
Thomas Mastaglio 1
O Wu 1
Tuomas Talvensaari 1
Georges Dupret 1
Adam Edwards 1
My Thai 1
Eva Jaho 1
Carlos Castillo 1
Ningnan Zhou 1
George Karypis 1
Irene Greif 1
Daniel Bobrow 1
Qing Cui 1
Hanjun Dai 1
Richard Chimera 1
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Charles Paddock 1
Yiyu Yao 1
S Wong 1
Airi Salminen 1
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João Magalhães 1
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W Croft 1
Eero Eloranta 1
Hui Fang 1
Tomchao Zhou 1
David Vallet 1
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Juifeng Yeh 1
Michael Schrefl 1
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M Albakour 1
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Neill Kipp 1
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Patrick Martin 1
Sara Comai 1
George Herman 1
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Marc Bron 1
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Arab Salem 1
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Xin Yan 1
Xue Li 1
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Xin Fu 1
Ping Li 1
Shuguang Han 1
Eric Lo 1
Richong Zhang 1
Paul Over 1
Lise Getoor 1
Kai Lei 1
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Nicola Orio 1
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Le Song 1
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Da Cao 1
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Min Zhang 1
Yi Fang 1
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Hsinchun Chen 1
Daqing He 1
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Andrew Bailey 1
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Nava Pliskin 1
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Ehud Rivlin 1
Jun Wang 1
Xiaoguang Liu 1
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Shimon Whiteson 1
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Huoran Li 1
Feng Feng 1
Philip Yu 1
Xiangnan He 1
Yuanchun Li 1
Yao Guo 1
Qi Guo 1
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Jie Shao 1
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Dingyu Yang 1
Mary McCabe 1
Paolo Ciaccia 1
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Randolph McAfee 1
Yuanfeng Song 1
Domenico Dato 1
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Yutaka Kataoka 1
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Markus Schedl 1
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Bo Hu 1
Alberto Belussi 1
Ming Zhou 1
Edmund Yu 1
Christopher Chute 1
Michael Bendersky 1
Einat Minkov 1
Henry Lucas, 1
QingPing Tan 1
Bo Hu 1
Shashi Shekhar 1
Cheng Hsu 1
Qi Liu 1
TeSon Kuo 1
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Álvaro Barreiro 1
Kejia Chen 1
Victor Mak 1
Daniel Ford 1
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Quinzheng Kong 1
Xiangfeng Luo 1
Peng Cui 1
G Blake 1
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Liangchih Yu 1
Andrew Trotman 1
Khoa Doan 1
Azhar Alhindi 1
Nicholas Belkin 1
Aixin Sun 1
Christopher Bailey 1
Ettore Ritacco 1
Ron Sacks-Davis 1
Tamara Kolda 1
Andreas Rauber 1
Colette Rolland 1
Ida Mele 1
Yonghong Tian 1
Tiancheng Lou 1
Zhaoyan Ming 1
Richard Sproat 1
Robert Jacob 1
Chihfong Tsai 1
Hong Yu 1
Jeffreyjunfeng Pan 1
Colin Ware 1
Kevin Arthur 1
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Daniel Weld 1
Chen Zhang 1
Huiling Zhang 1
Xiang Li 1
Shan Wang 1
Edward Chang 1
Yating Zhang 1
Kenneth Grant 1
Siyu Qiu 1
Su Yan 1
Stephen Wong 1
Martha Szczur 1
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Ahmad Al-Sallab 1
Liu Wenyin 1
Bing Pan 1
Michael Lesk 1
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Dawei Song 1
Gabriele Tolomei 1
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Mehmet Dönderler 1
Alex Bocharov 1
Wenhsiang Lu 1
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Samuel Epstein 1
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Daniela Rus 1
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T Waema 1
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Chienchin Chen 1
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Aditya Parameswaran 1
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Robert Kraut 1
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Prasanna Ganesan 1
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Shoaib Jameel 1
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Lele Yu 1
Scott Moore 1
M Papa 1
Shojiro Nishio 1
Xuemeng Song 1
Clarence, Ellis 1
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Jaap Kamps 1
Liqun Ruan 1
Ralf Keller 1
Yufei Tao 1
Dipasree Pal 1
Qiaozhu Mei 1
Yang Yang 1
Viktor Prasanna 1
Leon Stenneth 1
Mingming Jiang 1
Richard Connor 1
Andrew Turpin 1
Roberto Konow 1
Longbing Cao 1
David Roach 1
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M Markus 1
Kehchiang Yu 1
Giuseppe Amato 1
Tharam Dillon 1
Cristiana Bolchini 1
Michael Shepherd 1
Anthony LaMarca 1
John Lamping 1
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Paolo Boldi 1
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Dan Frankowski 1
Ben He 1
Yong Ge 1
Pablo Castells 1
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Aya Soffer 1
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Kareem Darwish 1
Mark Carter 1
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Yoram Singer 1
Ridho Reinanda 1
Wen Wu 1
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Adam Cannane 1
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Chathra Hendahewa 1
Paavo Arvola 1
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Eero Sormunen 1
Criston Souza 1
Eduardo Laber 1
Sunghun Kim 1
Sumit Bhatia 1
Max Egenhofer 1
Pere Comas 1
Lluís Màrquez 1
Julien Ah-Pine 1
Jie Tang 1
Sen Wu 1
Yiliang Zhao 1
Yuanzhupeter Chen 1
Liling Jiang 1
Yongyi Mao 1
Steven Schockaert 1
Vlad Tanasescu 1
Les Gasser 1
Jianying Hu 1
Joe Frankel 1
Theodore Linden 1
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Dolf Trieschnigg 1
Kate Ehrlich 1
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Ilaria Bordino 1
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Hongyuan Zha 1
Paul Bennett 1
Ferhan Türe 1
Rana Forsati 1
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F Ho 1
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Giulio Pibiri 1
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Stefan Britts 1
Jörg Sander 1
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Bernd Lamparter 1
Chihyi Chiu 1
Gueiwun Han 1
Nicholosjing Yuan 1
Yuvraj Agarwal 1
Yiqun Liu 1
Chao Wang 1
Shaoping Ma 1
Ju Fan 1
Peter Mika 1
David Pennock 1
Shuilung Chuang 1
Solomon Shimony 1
Alex Acero 1
Gang Wu 1
Steffen Heinz 1
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Roy Want 1
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Thorsten Hartmann 1
Hiroyoshi Ohara 1
Eric Bier 1
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Jennifer Xu 1
Steve Fox 1
Charles Kacmar 1
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Jie Yin 1
Fatima Al-Garawi 1
Jorma Laurikkala 1
Seungtaek Park 1
Dirk Bahle 1
Wop Nawijn 1
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Jiawei Han 1
Lei Zhu 1
AlBing Rao 1
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Yi Chang 1
Jerry Farrell 1
Jay Ponte 1
Fatemeh Zahedi 1
Shuaiqiang Wang 1
Paul Thistlewaite 1
N Vujovic 1
Dragana Brzakovic 1
Liming Ren 1
Stuart Card 1
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Gerhard Fischer 1
John Tang 1
Mark Green 1
John Wilbur 1
Philip YU 1
Clement Yu 1
Pete Burnap 1
Rob Procter 1
Matthew Williams 1
William Housley 1
Tom Smith 1
Ramana Rao 1
Deborah Tatar 1
Jiang Bian 1
ManKit Chang 1
Zhongming Ma 1
Ramy Baly 1
Peter Cook 1
Mark Stefik 1
Emanuele Buccio 1
Ying Zhang 1
David Lewis 1
Franca Garzotto 1
Ron Szabo 1
Lorrin Garson 1
Jan Olsen 1
Krysta Svore 1
Ofer Bergman 1
Sergej Sizov 1
A Dong 1
David Karger 1
Qifan Chen 1
Brad Myers 1
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Azadeh Shakery 1
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Elaine Marsh 1
Zhihong Lu 1
Brendon Cahoon 1
Stephen Hanson 1
Brian Martin 1
Anthony Bolmarcich 1
Xingquan Zhu 1
Marius Paşca 1
Gianni Amati 1
Jack Conrad 1
Joanne Yates 1
Eliot Moss 1
J Eveland 1
Mohand Hacid 1
Ann Lally 1
Michael Newman 1
Julie Borsack 1

Affiliation Paper Counts
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
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Nortel Networks 1
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Miami University Oxford 1
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Ghent University 1
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University of Nairobi 1
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Adobe Systems Incorporated 1
National Security Agency 1
Ton-Duc-Thang University 1
Shanghai Dianji University 1
OMRON Corporation 1
Acxiom Corporation 1
Universite de Lyon 1
Philips Healthcare Nederland 1
Fuji Xerox Co., Ltd. 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
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University of Otago 1
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Wright State University 1
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University of Science and Technology of China 1
Chinese Academy of Sciences 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
National Institute of Standards and Technology 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
Universidad de Vigo 1
Center For Research And Technology - Hellas 1
Nokia Corporation 1
American Chemical Society 1
Emerson College 1
Shenzhen University 1
University of Liege 1
Missouri Botanical Garden 1
Universite Pierre et Marie Curie 1
Florida State University 1
Instituto de Engenharia de Sistemas e Computadores Investigacao e Desenvolvimento em Lisboa 1
University of Neuchatel 1
University of Quebec System 1
Bar-Ilan University 1
Hefei University of Technology 1
University of Helsinki 1
University of Haifa 1
University of Victoria 1
Courant Institute of Mathematical Sciences 1
Princeton University 1
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
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
National Research Council Canada 1
University of Minnesota Duluth 1
Harvard University 1
University of Central Oklahoma 1
Cairo University 1
University of Newcastle, Australia 1
HP Labs 1
Dartmouth College 1
Queensland University of Technology 1
Ohio University Athens 1
University of Dublin, Trinity College 1
Technical University of Darmstadt 1
King's College London 1
University of Wollongong 1
Robert Gordon University 1
University of Turin 1
IBM, Egypt 2
Lehigh University 2
RAND Corporation 2
Queens College, City University of New York 2
Zhejiang University 2
University of Illinois 2
Mayo Clinic 2
Tel Aviv University 2
NASA Goddard Space Flight Center 2
University of Michigan-Dearborn 2
The University of Hong Kong 2
Hebrew University of Jerusalem 2
University of Sao Paulo 2
CNRS Centre National de la Recherche Scientifique 2
University of Maine 2
Tektronix Incorporated 2
CSIRO Mathematical and Information Sciences 2
Tampere University of Technology 2
GM Research Lab 2
Fudan University 2
Avaya Inc. 2
Santa Clara University 2
Worcester Polytechnic Institute 2
Center for Mathematics and Computer Science - Amsterdam 2
Technical University of Berlin 2
BBN Technologies 2
Open University 2
INRIA Rhone-Alpes 2
National Chiao Tung University Taiwan 2
King Saud University 2
University of Texas at Austin 2
University of Massachusetts System 2
Drexel University 2
National Cheng Kung University 2
University of Louisiana at Lafayette 2
Weizmann Institute of Science Israel 2
The University of North Carolina System 2
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
University of Tokyo 2
University of Edinburgh 2
University of California, Los Angeles 2
University of Bologna 2
Universidad Europea de Madrid 2
Northeastern University 2
Ludwig Maximilian University of Munich 2
University of California, Santa Barbara 2
University of California, Riverside 2
University of Cambridge 2
Universite d'Avignon et des Pays du Vaucluse 2
California Institute of Technology 2
INRIA Rocquencourt 2
University of Sunderland 2
Shahid Beheshti University 2
Yahoo Research Barcelona 2
Tunis-El Manar University, Faculty of Science 2
Max Planck Institute for Informatics 3
University of Essex 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
Tianjin University 3
Monash University 3
University of Reggio Calabria 3
Hewlett-Packard Inc. 3
Indiana University 3
Queen Mary, University of London 3
University College London 3
New Jersey Institute of Technology 3
Georgetown University 3
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 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
Google Inc. 4
Delft University of Technology 4
University of Montreal 4
Ca' Foscari University of Venice 4
University of Florida 4
Boston University 4
Binghamton University State University of New York 4
The University of Warwick 4
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
York University Canada 4
Fondazione Ugo Bordoni 4
American University of Beirut 4
Microsoft Research Cambridge 4
University of Illinois at Urbana-Champaign 5
University of Sheffield 5
University of Minnesota System 5
The University of British Columbia 5
The University of Western Ontario 5
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
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
University of Padua 7
National Library of Medicine 7
Ohio State University 7
University of California, Irvine 7
Purdue University 7
Bilkent University 7
University of Washington, Seattle 7
University of Virginia 7
University of California, Berkeley 7
TU Dortmund University 7
Nanjing University 7
Institute for Infocomm Research, A-Star, Singapore 8
IBM Almaden Research Center 8
Singapore Management University 8
Italian National Research Council 8
Cardiff University 8
Shandong University 8
Universidad de Chile 9
Georgia Institute of Technology 9
Federal University of Minas Gerais 9
Rutgers, The State University of New Jersey 9
Michigan State University 9
Illinois Institute of Technology 10
University of Electronic Science and Technology of China 10
Hong Kong Polytechnic University 10
Indian Statistical Institute, Kolkata 10
The University of North Carolina at Chapel Hill 10
University of Milan 10
Pennsylvania State University 11
Arizona State University 11
Nanyang Technological University 11
New York University 11
Universidad de A Coruna 11
Hong Kong University of Science and Technology 12
Shanghai Jiaotong University 12
Cornell University 13
Texas A and M University 13
Telcordia Technologies, Inc. 13
University of Technology Sydney 13
Virginia Tech 13
Renmin University of China 14
University of Southern California 14
University of Colorado at Boulder 15
University of Amsterdam 15
Microsoft Corporation 15
University of Melbourne 15
University of Toronto 16
Carnegie Mellon University 17
University of Minnesota Twin Cities 17
Istituto di Scienza e Tecnologie dell'Informazione A. Faedo 17
Microsoft Research Asia 17
University of Glasgow 18
University of Waterloo 18
University of Southampton 18
Yahoo Research Labs 19
Microelectronics Computer Technology Corporation 20
Technion - Israel Institute of Technology 20
Politecnico di Milano 20
Tsinghua University 20
University of Tampere 23
Stanford University 23
University of Massachusetts Amherst 24
Massachusetts Institute of Technology 24
Palo Alto Research Center Incorporated 24
Chinese University of Hong Kong 25
University of Queensland 26
Microsoft Research 27
University of Arizona 28
RMIT University 28
Peking University 29
IBM Thomas J. Watson Research Center 33
University of Maryland 34
National University of Singapore 35

ACM Transactions on Information Systems (TOIS)
Archive


2017
Volume 36 Issue 1, July 2017  Issue-in-Progress
Volume 35 Issue 4, July 2017  Issue-in-Progress
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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