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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

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

Selective Cluster Presentation on the Search Results Page

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

QuoteRec: Toward Quote Recommendation for Writing

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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ACM Transactions on Information Systems (TOIS) is a scholarly journal that publishes previously unpublished high-quality scholarly articles in all areas of information retrieval.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
Factors Influencing Users' Information Requests: Medium, Target, and Extra-topical Dimension

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

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.

Neural Vector Spaces for Unsupervised Information Retrieval

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

Sentence Relations for Extractive Summarization with Deep Neural Networks

Sentence regression is a type of extractive summarization that achieves state-of-the-art performance. The most challenging task within the sentence regression framework is to identify discriminative features to represent each sentence. In this work, we study the use of sentence relations, e.g., Contextual Sentence Relations (CSR), Title Sentence Relations (TSR), and Query Sentence Relations (QSR), so as to improve the performance of sentence regression. CSR, QSR, and TSR refer to the relations between a main body sentence and its local context, its document title, and a given query respectively. We propose a deep neural network model, Sentence Relation-based Summarization (SRSum), that consists of five sub-models, PriorSum, CSRSum, TSRSum, QSRSum, and SFSum. PriorSum encodes the latent semantic meaning of a sentence. SFSum encodes the surface information of a sentence. CSRSum evaluates the ability of each sentence to summarize its local contexts. TSRSum evaluates the semantic closeness of each sentence with respective to its title, which usually reflects the main ideas of a document.QSRSum evaluates the relevance of each sentence with given queries for the query-focused summarization. We conduct extensive experiments on six benchmark datasets including generic multi-document summarization and query-focused multi-document summarization. On both tasks, SRSum achieves comparable or superior performances with state-of-the-art approaches in terms of multiple ROUGE metrics.

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

Location extraction, also called toponym extraction, is a field covering geoparsing, extracting spatial representations from location mentions in text, and geotagging, assigning spatial coordinates to content items. Location extraction typically performs location identification followed by location disambiguation. This paper presents two best of class location extraction algorithms, one focussed on geoparsing using an OpenStreetMap database and one on geotagging using a model constructed from combination of a social media tag dataset and multiple gazetteers. We perform two benchmark evaluations, examining performance of location identification on tweets and location estimation on Flickr posts respectively, and directly compare results to a previously published best of class entity recognition technique. We also perform a qualitative evaluation recalling topN location mentions from tweets during several major news events. The map-database approach was best (F1 0.90) for location identification and the tags-gazetteer approach best ([email protected] 0.49) for location estimation. In the case study the map-database was strongest ([email protected] 0.60+). We analyze in detail the strengths and weaknesses of each approach, and suggest concrete areas for further research to improve location extraction in the future.

An Integrated Signature-based Framework for E€fficient Visual Similarity Detection and Measurement in Video Shots

This paper presents a framework for speedy video matching and retrieval through detection and measurement of visual similarity. The frameworks efficiency stems from its power to encode a given shot content into compact fixed length signature that facilitates towards a robust real-time matching. Separate scene and motion signatures are developed and fused together to fully represent and match respective video shots. The framework works on thumbnail images (DC-image from the MPEG stream). Scene information is captured through the Statistical Dominant Colour Profile (SDCP), while motion information is captured through a graph-based signature, called the Dominant Colour Graph Profile (DCGP). The SDCP is a fixed-length compact signature that statistically encodes the colours spatio-temporal patterns across video frames. The DCGP is a fixed-length signature that records and tracks blocks movement across video frames, where the graph structural properties are used to extract the signature values. Finally, the overall video signature is generated by fusing the individual scene and motion signatures, where the matching is done by directly comparing the respective fused video signatures. The signature-based aspect of the proposed framework is the key to its high matching speed (>2000 fps), compared to the current techniques that relies on exhaustive processing, such as dense sampling.

Further Insights on Drawing Sound Conclusions from Noisy Judgments

Bibliometrics

Publication Years 1983-2018
Publication Count 709
Citation Count 21959
Available for Download 709
Downloads (6 weeks) 4798
Downloads (12 Months) 41057
Downloads (cumulative) 782964
Average downloads per article 1104
Average citations per article 31
First Name Last Name Award
Mark S Ackerman ACM Fellows (2013)
Charu Chandra Aggarwal ACM Fellows (2013)
Ricardo A Baeza-Yates ACM Fellows (2009)
Hal Berghel Outstanding Contribution to ACM Award (2000)
ACM Fellows (1998)
ACM Distinguished Service Award (1996)
Elisa Bertino ACM Fellows (2003)
Alan W Biermann ACM Fellows (2000)
Daniel Bobrow ACM Fellows (1994)
ACM Software System Award (1992)
ACM Programming Systems and Languages Paper Award (1974)
Kellogg S. Booth ACM Distinguished Member (2009)
ACM Senior Member (2009)
Alan H Borning ACM Fellows (2001)
Stuart K. Card ACM Fellows (2000)
David Carmel ACM Distinguished Member (2016)
John Carroll ACM Fellows (2003)
Carlos A. Castillo ACM Senior Member (2014)
Hsinchun Chen ACM Fellows (2015)
Ming-Syan Chen ACM Fellows (2006)
Charles L A Clarke ACM Distinguished Member (2015)
Fabio Crestani ACM Senior Member (2009)
Bruce Croft ACM Fellows (1997)
Ernesto Damiani ACM Distinguished Member (2008)
Paul Dourish ACM Fellows (2015)
Susan T Dumais ACM Athena Lecturer Award (2014)
ACM Fellows (2006)
Clarence A Ellis ACM Fellows (1998)
Ahmed Elmagarmid ACM Fellows (2012)
ACM Distinguished Member (2009)
Deborah Estrin ACM Athena Lecturer Award (2006)
ACM Fellows (2000)
Christos Faloutsos ACM Fellows (2010)
Elena Ferrari ACM Distinguished Member (2011)
Gerhard Fischer ACM Fellows (2009)
Edward Fox ACM Fellows (2017)
Ophir Frieder ACM Fellows (2005)
Alvaro Barreiro Garcia ACM Senior Member (2009)
Hector Garcia-Molina ACM Fellows (1997)
Lee Giles ACM Fellows (2006)
Calvin C. Gotlieb Outstanding Contribution to ACM Award (2011)
ACM Presidential Award (2002)
ACM Fellows (1994)
Georg Gottlob ACM Fellows (2007)
Irene Greif ACM Fellows (1997)
Jonathan Grudin ACM Fellows (2012)
Laura M Haas ACM Fellows (2006)
Wendy Hall Outstanding Contribution to ACM Award (2014)
ACM Fellows (2010)
Jiawei Han ACM Fellows (2003)
Jonathan L Herlocker ACM Software System Award (2010)
Djoerd Hiemstra ACM Senior Member (2009)
Eric Horvitz ACM AAAI Allen Newell Award (2015)
ACM Fellows (2014)
Xian-Sheng Hua ACM Distinguished Member (2015)
ACM Senior Member (2009)
Tiejun Huang ACM Senior Member (2013)
Xiangji Huang ACM Distinguished Member (2017)
ACM Senior Member (2016)
Yannis E Ioannidis ACM Fellows (2004)
Robert J.K. Jacob ACM Fellows (2016)
Bernard Jansen ACM Senior Member (2017)
Matthias Jarke ACM Fellows (2013)
Christian S. Jensen ACM Fellows (2011)
Thorsten Joachims ACM Fellows (2014)
Min-Yen Kan ACM Senior Member (2009)
David Karger ACM Fellows (2009)
ACM Doctoral Dissertation Award (1994)
Won Kim ACM Distinguished Service Award (2001)
Jon Kleinberg ACM AAAI Allen Newell Award (2014)
ACM Fellows (2013)
ACM Prize in Computing (2008)
Joseph A Konstan ACM Software System Award (2010)
ACM Fellows (2008)
ACM Distinguished Member (2006)
Wessel Kraaij ACM Distinguished Member (2017)
ACM Senior Member (2007)
Robert Kraut ACM Fellows (2011)
Michael E Lesk ACM Fellows (1996)
Yiqun Liu ACM Senior Member (2016)
Raymond A Lorie ACM Fellows (2000)
ACM Software System Award (1988)
ACM Programming Systems and Languages Paper Award (1982)
David E. Losada ACM Senior Member (2011)
Robert Luk ACM Senior Member (2007)
Yoelle Maarek ACM Fellows (2013)
ACM Distinguished Member (2010)
Jock D Mackinlay ACM Distinguished Member (2013)
David Maier ACM Fellows (1998)
Gary Marchionini ACM Senior Member (2008)
Satoshi Matsuoka ACM Fellows (2011)
ACM Gordon Bell Prize
Tokyo Institute of Technology (2011)
Kathryn Mckinley ACM Fellows (2008)
ACM Distinguished Member (2006)
ACM Senior Member (2006)
Tao Mei ACM Distinguished Member (2016)
ACM Senior Member (2012)
Stuart Edward Middleton ACM Senior Member (2014)
George Andrei Mihaila ACM Senior Member (2008)
Bradley N Miller ACM Software System Award (2010)
Eliot Moss ACM Fellows (2007)
Brad A Myers ACM Fellows (2005)
Mario A Nascimento ACM Senior Member (2007)
Hwee Tou Ng ACM Distinguished Member (2010)
Dianne P O'Leary ACM Distinguished Member (2006)
ACM Fellows (2006)
Gary M Olson ACM Fellows (2007)
Judith S Olson ACM Athena Lecturer Award (2011)
ACM Fellows (2008)
M. Tamer Ozsu ACM Fellows (2006)
Randy Pausch ACM Fellows (2007)
ACM Karl V. Karlstrom Outstanding Educator Award (2007)
David Peleg ACM Fellows (2016)
David M Pennock ACM Senior Member (2006)
Manuel A. Perez-Quinones ACM Senior Member (2017)
Roy F Rada ACM Fellows (1995)
Vijay V Raghavan ACM Distinguished Member (2012)
Venkat P Rangan ACM Fellows (1998)
Paul J Resnick ACM Software System Award (2010)
John T Riedl ACM Software System Award (2010)
ACM Fellows (2009)
ACM Distinguished Member (2007)
George G Robertson ACM Fellows (2001)
S E Robertson ACM Fellows (2013)
Michael Rung-Tsong Lyu ACM Fellows (2015)
Daniela Rus ACM Fellows (2014)
Mehran Sahami ACM Presidential Award (2014)
Fabio A. Schreiber ACM Senior Member (2012)
Robert P. Schumaker ACM Senior Member (2012)
Dennis E Shasha ACM Fellows (2013)
Frank Shipman ACM Distinguished Member (2009)
Ben Shneiderman ACM Fellows (1997)
Padhraic Smyth ACM Fellows (2013)
Michael Stonebraker ACM A. M. Turing Award (2014)
ACM Fellows (1994)
ACM Software System Award (1988)
Jie Tang ACM Senior Member (2017)
Richard N Taylor ACM Fellows (1998)
Jaime Teevan ACM Senior Member (2012)
Douglas B Terry ACM Fellows (2008)
Loren Terveen ACM Distinguished Member (2009)
Frank Wm Tompa ACM Fellows (2010)
C J Van Rijsbergen ACM Fellows (2003)
Ellen M Voorhees ACM Distinguished Member (2009)
Roy Want ACM Fellows (2005)
Michele Weigle ACM Senior Member (2017)
Daniel Weld ACM Fellows (2005)
Kyu-Young Whang ACM Fellows (2009)
Steve Whittaker ACM Fellows (2014)
Jennifer Widom ACM Athena Lecturer Award (2015)
ACM Fellows (2005)
Terry Winograd ACM Fellows (2009)
Ian Witten ACM Fellows (1996)
Xing Xie ACM Senior Member (2010)
Hui Xiong ACM Distinguished Member (2014)
ACM Senior Member (2010)
Qiang Yang ACM Fellows (2017)
ACM Distinguished Member (2011)
Akinori Yonezawa ACM Fellows (1999)
Philip S Yu ACM Fellows (1997)
Stanley Zdonik ACM Fellows (2006)
Shumin Zhai ACM Fellows (2010)
ACM Distinguished Member (2006)
Zhi-Hua Zhou ACM Fellows (2016)
ACM Distinguished Member (2013)
ACM Senior Member (2011)
Zhi-Hua Zhou ACM Fellows (2016)
ACM Distinguished Member (2013)
ACM Senior Member (2011)

First Name Last Name Paper Counts
Tatseng Chua 12
William Croft 9
Justin Zobel 8
Hsinchun Chen 8
Norbert Fuhr 7
Maarten De Rijke 7
Bin Cui 7
Gonzalo Navarro 6
Oren Kurland 6
Stavros Christodoulakis 6
Waynexin Zhao 6
Alistair Moffat 6
Hector Garcia-Molina 6
Hengtao Shen 6
Kalervo Järvelin, 5
Dennis Tsichritzis 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
Wai Lam 4
Jimmy Lin 4
Ryen White 4
Swapan Parui 3
Nicola Ferro 3
Dawei Song 3
Luis Gravano 3
Elisa Bertino 3
Abdur Chowdhury 3
Craig Macdonald 3
Joseph Konstan 3
Alexander Tuzhilin 3
Amihai Motro 3
Kumyew Lai 3
Hongzhi Yin 3
Heikki Keskustalo 3
Luo Si 3
Nieves Brisaboa 3
Matthias Jarke 3
Xiaofang Zhou 3
Salvatore Orlando 3
Dongxiang Zhang 3
Xing Xie 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
Iadh Ounis 3
Jirong Wen 3
Eric Horvitz 3
Abraham Bookstein 3
Fernando Diaz 3
David Carmel 3
Simon Gibbs 3
William Cohen 3
Pavel Zezula 3
Xiaojun Wan 3
Edleno De Moura 3
Cornelis Van Rijsbergen 3
Shmuel Klein 3
Jamie Callan 3
Ben Shneiderman 3
Gary Marchionini 3
Hannah Bast 3
Hong Cheng 2
Zongyang Ma 2
Anna Shtok 2
David Vallet 2
Barbara Pernici 2
Carmel Domshlak 2
Leefeng Chien 2
Antonio Fariña, 2
Zhaohui Zheng 2
Gediminas Adomavicius 2
Jinxi Xu 2
Claudio Lucchese 2
Liang Hu 2
Shibing Yao 2
Clayton Lewis 2
Milad Shokouhi 2
William Jones 2
Peter Bruza 2
Jaana Kekäläinen 2
Gordon Cormack 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
Longbing Cao 2
John Schnase 2
Liqiang Nie 2
Jennifer Widom 2
Charles Clarke 2
Douglas Terry 2
İsmail Altıngövde 2
Ronan Cummins 2
Maria Fugini 2
Aixin Sun 2
Vijay Raghavan 2
Fazli Can 2
Mark Chignell 2
Alan Hevner 2
Rong Jin 2
Rodrygo Santos 2
Eric Jensen 2
Edward Chang 2
Raymond Lau 2
Keke Chen 2
Laurence Park 2
Fred Damerau 2
Nick Craswell 2
Nicholasjing Yuan 2
Jie Tang 2
Nigel Shadbolt 2
Xiangji Huang 2
Huanbo Luan 2
Lucy Suchman 2
Tieyan Liu 2
Zhiping Gu 2
Christopher Higgins 2
Antonio Siochi 2
Fiana Raiber 2
Steven Beitzel 2
Wenhui Zhang 2
Katsumi Tanaka 2
Elena Baralis 2
Paolo Garza 2
Scott Hudson 2
Joemon Jose 2
Nicole Yankelovich 2
Hanghang Tong 2
Mansur Kabuka 2
Edward Dang 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
Jonathan Grudin 2
Hui Xiong 2
Jian Cao 2
Benjamin Piwowarski 2
Ido Guy 2
Filip Radlinski 2
Lillian Lee 2
Ian Ruthven 2
Stefan Siersdorfer 2
John Riedl 2
Frank Tompa 2
Özgür Ulusoy 2
Frederick Lochovsky 2
Darrell Woelk 2
Ronny Lempel 2
Zhiting Hu 2
Raymond Panko 2
Robert Krovetz 2
Charles Wiecha 2
Seungwon Hwang 2
Warren Greiff 2
David Hicks 2
Michael Lyu 2
Jialie Shen 2
Howard Turtle 2
Qiang Zhu 2
Kotagiri Ramamohanarao 2
Wanda Orlikowski 2
William Webber 2
Juanzi Li 2
Sakti Pramanik 2
Panagiotis Ipeirotis 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
Hady Lauw 2
Eepeng Lim 2
Hongyan Liu 2
Yong Yu 2
Nicola Tonellotto 2
Richard Furuta 2
Neil Rowe 2
Jiantao Sun 2
Stephen Boies 2
Hideki Koike 2
Kianlee Tan 2
Jianguo Xiao 2
Lidong Bing 2
Robert Capra 2
Massimo Melucci 2
Shangsong Liang 2
Edward Fox 2
Susan Gauch 2
Irwin King 2
Pável Calado 2
Tao Tao 2
Manolis Koubarakis 2
Randall Trigg 2
Letizia Tanca 2
Marcel Reinders 2
Giovanni Romano 2
Dimitris Papadias 2
Jorge Garza 2
Won Kim 2
Jiashu Zhao 2
Stanley Zdonik 2
Berthier Ribeiro-Neto 2
Sanda Harabagiu 2
Piero Fraternali 2
Paolo Paolini 2
Ling Feng 2
Brian Cooper 2
Mark Carman 2
Daniel Zeng 2
David Hawking 2
Carson Woo 2
Thorsten Joachims 2
Stuart Middleton 2
Clyde Giles 2
Padmini Srinivasan 2
Sudha Ram 2
Rossano Venturini 2
Guandong Xu 2
Weiyi Meng 2
Emine Yilmaz 2
Jaime Teevan 2
Seungtaek Park 1
Dirk Bahle 1
Eric Nyberg 1
Wop Nawijn 1
Lei Zhu 1
AlBing Rao 1
Jiawei Han 1
Bernard Tan 1
Zhumin Chen 1
Franco Nardini 1
Gunter Saake 1
Mark Mydland 1
Anders Mørch 1
Vasileios Hatzivassiloglou 1
Sergey Melnik 1
Christopher Shaw 1
Ulla Merz 1
Or Levi 1
Richard McCreadie 1
Huayu Wu 1
Helene Hembrooke 1
Hang Cui 1
Defu Lian 1
Yunjun Gao 1
Gang Chen 1
Carsten Eickhoff 1
Mihai Lupu 1
Hazem Hajj 1
Jaime Arguello 1
Luca Aiello 1
David Rosenblitt 1
Mayer Schwartz 1
Gregg Foster 1
L Leung 1
Yunhai Tong 1
Hua Lu 1
Longqi Yang 1
Chengkang Hsieh 1
John Pollak 1
Michael Nelson 1
Michele Weigle 1
Xiaozhao Zhao 1
Masoud Asadpour 1
John Shepherd 1
Noa Gradovitch 1
Amjad Daoud 1
Lenwood Heath 1
Max Van Kleek 1
Manuel De Buenaga 1
Deborah Hix 1
Timothy Hoad 1
Jing Bai 1
Yannis Drougas 1
Jie Han 1
Debra Gash 1
Yi Chang 1
Jay Ponte 1
Fatemeh Zahedi 1
Jerry Farrell 1
Shuaiqiang Wang 1
Paul Thistlewaite 1
N Vujovic 1
Dragana Brzakovic 1
Liming Ren 1
John Tang 1
John Wilbur 1
Stuart Card 1
Andreas Lemke 1
Gerhard Fischer 1
Philip YU 1
Clement Yu 1
Oren Etzioni 1
Mark Green 1
Minyen Kan 1
Jiwei Tan 1
Rui Chen 1
Helena Webb 1
Omer Rana 1
Md Alim 1
Hien Nguyen 1
Sana Hamdi 1
Amel Bouzeghoub 1
Wassim El-Hajj 1
Luca Cagliero 1
Hongwei Liang 1
Khaled Shaban 1
Norman Delisle 1
Qifan Wang 1
Stan Lanning 1
ShiHuo Chang 1
Hongjian Yang 1
Deborah Estrin 1
Yuexian Hou 1
Ali Vardasbi 1
Jie Shao 1
Milad Shokouhi 1
Jongwook Kim 1
Qing Li 1
Steven Hoi 1
Rafi Nachmias 1
David Elsweiler 1
Mark Baillie 1
Hsijian Lee 1
Joanne Claussen 1
Peter Schwarz 1
Anthony Tomasic 1
Gerald Karam 1
Ravi Krishnamurthy 1
Mehran Sahami 1
Thomas Landauer 1
Louis Gomez 1
José San Pedro 1
Mark Weiser 1
Dario Lucarella 1
Engin Demir 1
Tim Pohle 1
Hang Li 1
Ruihua Song 1
Gang Huang 1
Ryosuke Shibasaki 1
Tao Li 1
Ryutaro Adachi 1
Yang Yang 1
Lifang He 1
Zhiqiu Huang 1
Yuxiao Dong 1
Stefano Mizzaro 1
Peter Schäuble 1
Shimon Schocken 1
Murray Mazer 1
Elisa Quintarelli 1
Author index 1
Xiaofeng Guan 1
Kuochu Lee 1
Walid Magdy 1
Yangchang Hong 1
Robert Nicholson 1
M Rashidian 1
Shaul Markovitch 1
Bo Yang 1
Xiansheng HUA 1
Il Im 1
Marianne Storrøsten 1
Michal Rosen-Zvi 1
Chaitanya Chemudugunta 1
Lise Getoor 1
Thang Dinh 1
Helen Nissenbaum 1
Min Peng 1
John Lafferty 1
Uffe Wiil 1
Célia Dos Santos 1
Qiang Xue 1
Carole Hafner 1
Geoff Walsham 1
Jiajun Liu 1
Moshe Zloof 1
Vance Waddle 1
Maria Hanrahan 1
Calvin Gotlieb 1
Dan Moldovan 1
Fabio Salice 1
Tsongli Wang 1
Jonathan Cohen 1
Timo Raita 1
Jian 1
Jennifer Eberhardt 1
Kazem Taghva 1
Mary Rosson 1
Xing Xie 1
Xuan Song 1
Senzhang Wang 1
Xin Li 1
Aleksandr Farseev 1
Haoyu Wang 1
Jason Hong 1
Sebastiano Vigna 1
Michael Stonebraker 1
John Guiver 1
Salvatore Garruzzo 1
Paulo Masiero 1
Marcelo Turine 1
Vasilis Delis 1
Frederik Transier 1
Diego Puppin 1
Matteo Dell'Amico 1
Licia Capra 1
Sholom Weiss 1
Woojin Paik 1
Wendy Lehnert 1
Thomas Lynam 1
Peter Sander 1
Andreas Oberweis 1
Sen Zhang 1
Yariv Aridor 1
ChengSeen Ho 1
Wang Gao 1
Lei Chen 1
Guidong Zheng 1
Wenquan Wang 1
Ana Freire 1
Chenliang Li 1
Muhammad Ibrahim 1
Lei Shi 1
Jun Miao 1
Sheng Gao 1
Shiqiang Yang 1
Satya Rachakonda 1
Sanna Kumpulainen 1
Catherine Plaisant 1
Michael Cole 1
Michael Chau 1
Elad Yom-Tov 1
Francisco Claude 1
Ángeles Places 1
Ben Carterette 1
Klaus Schulz 1
Weigang Wang 1
Stefano Leonardi 1
Yogen Dalal 1
Kaveh Pahlavan 1
Robert Neches 1
Zhengjun Zha 1
Stephanie Haas 1
Piotr Sankowski 1
Mary Culnan 1
Xin Cao 1
Taklam Wong 1
Sicong Zhang 1
Jiancong Tong 1
Parvaz Mahdabi 1
Zhongzhi Shi 1
Lars Söderlund 1
Matts Ahlsen 1
Pierre Genevès 1
Nabil Layaïda 1
Nevenka Dimitrova 1
Dick Bulterman 1
Katja Hofmann 1
Qiao Qian 1
Hongyuan Zha 1
Long Guo 1
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Jiaul Paik 1
Jian Zhang 1
Clarence, Ellis 1
David De Roure 1
Jaap Kamps 1
Liqun Ruan 1
Ralf Keller 1
Yufei Tao 1
Dipasree Pal 1
Viktor Prasanna 1
Richard Connor 1
Andrew Turpin 1
Roberto Konow 1

Affiliation Paper Counts
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
eBay, Inc. 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
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
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
Lakehead University 1
Universidad de Vigo 1
Center For Research And Technology - Hellas 1
Nokia Corporation 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
Shahid Beheshti University 2
Yahoo Research Barcelona 2
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
Aston University 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 Science and Technology of China 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
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
Swiss Federal Institute of Technology, Zurich 3
University of Udine 3
Universidad Autonoma de Madrid 3
University of Oxford 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
Ben-Gurion University of the Negev 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
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
University of Electronic Science and Technology of China 13
Cornell University 13
Texas A and M University 13
Telcordia Technologies, Inc. 13
Virginia Tech 13
Nanyang Technological University 14
University of Technology Sydney 14
University of Southern California 14
University of Colorado at Boulder 15
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
Renmin University of China 19
Microelectronics Computer Technology Corporation 20
Politecnico di Milano 20
University of Glasgow 21
Technion - Israel Institute of Technology 21
University of Tampere 23
Stanford University 23
Yahoo Research Labs 23
Massachusetts Institute of Technology 24
Palo Alto Research Center Incorporated 24
University of Massachusetts Amherst 25
University of Queensland 26
Chinese University of Hong Kong 28
RMIT University 28
University of Arizona 29
Microsoft Research 30
IBM Thomas J. Watson Research Center 33
University of Maryland 34
Tsinghua University 34
Peking University 35
National University of Singapore 39

ACM Transactions on Information Systems (TOIS)
Archive


2018
Volume 36 Issue 3, March 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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