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ACM Transactions on

Management Information Systems (TMIS)

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A Survey of Link Recommendation for Social Networks: Methods, Theoretical Foundations, and Future Research Directions

Link recommendation has attracted significant attention from both industry practitioners and academic researchers. In industry, link recommendation... (more)

Price Shock Detection With an Influence-Based Model of Social Attention

There has been increasing interest in exploring the impact of human behavior on financial market dynamics. One of the important related questions is... (more)

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Call for Papers -- Updated in April, 2018


About TMIS

ACM Transactions on Management Information Systems (TMIS) publishes the highest quality papers about the design, development, assessment, and management of information technology and systems within organizations, businesses, and societies. In addition to traditional management and behavioral MIS research, ACM TMIS strongly encourages submissions of high-quality system and design science research, as well as submissions in emerging MIS multidisciplinary research topics that may span several traditional academic disciplines. ACM TMIS is indexed by Ei Compendex (EI) and Emerging Sources Citation Index (ESCI).

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Forthcoming Articles
Machine Learning for the Developing World

Researchers from across the social and computer sciences are increasingly using machine learning to study and address global development challenges. This paper examines the burgeoning field of machine learning for the developing world (ML4D). First, we present a review of prominent literature. Next, we suggest best practices drawn from the literature for ensuring that ML4D projects are relevant to the advancement of development objectives. Finally, we discuss how developing world challenges can motivate the design of novel machine learning methodologies. This paper provides insights into systematic differences between ML4D and more traditional machine learning applications. It also discusses how technical complications of ML4D can be treated as novel research questions, how ML4D can motivate new research directions, and where machine learning can be most useful.

A Modeling Language for Conceptual Design of Systems Integration Solutions

Systems integration  connecting software systems for cross-functional work  is a significant concern in many large organizations, which continue to maintain hundreds, if not thousands, of independently evolving software systems. Current approaches in this space remain ad hoc, and closely tied to technology platforms. Following a design science approach, and via multiple design-evaluate cycles, we develop Systems Integration Requirements Engineering Modeling Language (SIRE-ML) to address this problem. SIRE-ML builds on the foundation of coordination theory, and incorporates important semantic information about the systems integration domain. The paper develops constructs in SIRE-ML, and a merge algorithm that allows both functional managers and integration professionals to contribute to building a systems integration solution. Integration models built with SIRE-ML provide benefits such as ensuring coverage and minimizing ambiguity, and can be used to drive implementation with different platforms such as middleware, services and distributed objects. We evaluate SIRE-ML for ontological expressiveness and report findings about applicability check with an expert panel. The paper discusses implications for future research such as tool building and empirical evaluation, as well as implications for practice.

Implementing and Evaluating Serendipity in Delivering Personalized Health Information

Serendipity has been recognized to have the potential of enhancing unexpected information discovery. This study shows that decomposing the concept of serendipity into unexpectedness and interest is a useful way for implementing this concept. Experts domain knowledge helps providing serendipitous recommendation, which can be future improved by adaptively incorporating users real-time feedback. This research also conducts an empirical user-study to analyze the influence of serendipity in a health news delivery context. A personalized filtering system names MedSDFilter was developed, on top of which serendipitous recommendation was implemented using three approaches  random, static knowledge-based, and adaptive knowledge-based models. The three different models were compared. The results indicate that the adaptive knowledge-based method has the highest ability in helping people discover unexpected and interesting contents. The insights of the research will make researchers and practitioners rethink the way in which search engines and recommender systems operate to address the challenges of unexpected and valuable information discovery. The outcome will have implications for empowering ordinary people with more chance of bumping into beneficial information.

The State-of-the-Art in Twitter Sentiment Analysis: A Review and Benchmark Evaluation

Twitter has emerged as a major social media platform and generated great interest from sentiment analysis researchers. Despite this attention, state-of-the-art Twitter sentiment analysis approaches perform relatively poorly with reported classification accuracies often below 70%, adversely impacting applications of the derived sentiment information. In this research, we investigate the unique challenges presented by the Twitter sentiment analysis problem, and review the literature to determine how the devised approaches have addressed these challenges. To assess the state-of-the-art in Twitter sentiment analysis, we conduct a benchmark evaluation of 28 top academic and commercial systems in tweet sentiment classification across five distinctive data sets. We perform an error analysis to uncover the causes of commonly occurring classification errors. To further the evaluation, we apply select systems in an event detection case study. Finally, we summarize the key trends and takeaways from the review and benchmark evaluation, and provide suggestions to guide the design of the next generation of approaches.

Bibliometrics

Publication Years 2010-2018
Publication Count 145
Citation Count 463
Available for Download 145
Downloads (6 weeks) 4549
Downloads (12 Months) 34596
Downloads (cumulative) 130814
Average downloads per article 902
Average citations per article 3
First Name Last Name Award
Hsinchun Chen ACM Fellows (2015)
Gordon B Davis ACM Fellows (1997)
Schahram Dustdar ACM Distinguished Member (2009)
Jiawei Han ACM Fellows (2003)
Matthias Jarke ACM Fellows (2013)
Madhav Marathe ACM Fellows (2013)
Hui Xiong ACM Distinguished Member (2014)
ACM Senior Member (2010)
Hui Xiong ACM Distinguished Member (2014)
ACM Senior Member (2010)

First Name Last Name Paper Counts
Hsinchun Chen 6
Ram Gopal 4
Ram Ramesh 3
Paulo Góes 3
Jay Nunamaker, 3
Rahul Basole 3
Sudha Ram 3
Sira Yongchareon 2
Raj Sharman 2
Claudio Ciccio 2
Juliana Sutanto 2
James Marsden 2
Xiaohui Zhao 2
Gerhard Schwabe 2
Daniel Zeng 2
Moe Wynn 2
Kaushik Dutta 2
Zhu Zhang 2
Arindam Roy 2
Shamik Sural 2
Zan Huang 2
Shinghan Li 2
David Yen 2
Yingping Chuang 2
Niam Yaraghi 2
Arjun Srinivasan 2
Atreyi Kankanhalli 2
Hyunwoo Park 2
Atish Sinha 2
Paul Hu 2
Sulin Ba 2
Alexander Tuzhilin 2
Lan Cao 2
Huimin Zhao 2
Michael Chau 2
Chengfei Liu 2
Wil Van Der Aalst 2
Balasubramaniam Ramesh 2
Andrew Whinston 2
Alan Hevner 2
Xianghua Lu 2
Annaye Du 2
Jaideep Vaidya 2
Suranjan Chakraborty 2
Keli Xiao 2
Salah Bouktif 1
Connie St. Louis 1
Tszwai Lui 1
Jianwen Su 1
Zhu Zhang 1
Jing Peng 1
Yifei Ma 1
Sophia Ananiadou 1
Zenyu Quan 1
Suprateek Sarker 1
Frank Vahid 1
Ali Syed 1
Arash Akhlaghi 1
Arvind Malhotra 1
Noyan Ilk 1
Gordon Davis 1
Zhiyuan Chen 1
Gerald Kane 1
Fengyang Kuo 1
Debabrata Dey 1
Gang Peng 1
Jingguo Wang 1
Alex Borgida 1
Neil Ernst 1
Julia Klier 1
Stephenshaoyi Liao 1
Huaiqing Wang 1
Huib Aldewereld 1
Ma Jian 1
Sherryxiaoyun Sun 1
Tuanminh Ha 1
Avigdor Gal 1
Munindar Singh 1
Søren Debois 1
Shiv Patel 1
Michael Leyer 1
Hui Xiong 1
Chuanren Liu 1
Neil Rubens 1
Marek Kowalkiewicz 1
Wentao Wang 1
Vijayalakshmi Atluri 1
Khayyam Hashmi 1
Patrick Chau 1
Bora Kolfal 1
H Rao 1
Fang Fang 1
Ramesh Sankaranarayanan 1
Ling Xue 1
Reza Amini 1
Balaji Padmanabhan 1
Crystal Shi 1
Wil Van Der Aalst 1
Philipp Nussbaumer 1
Houari Sahraoui 1
Faheem Ahmed 1
Lihua Huang 1
Jackie Ulmer 1
Meitai Chu 1
Narges Kasiri 1
Yuefeng Li 1
Jian Yang 1
Clyde Holsapple 1
FengTse Tsai 1
Suruchi Deodhar 1
Jiangzhuo Chen 1
Joyce Ho 1
Chihfong Tsai 1
Ling Jiang 1
Zongcyuan Zhang 1
William Robinson 1
Xin Li 1
Ajay Vinzé 1
Jan Stallaert 1
Gang Wang 1
Josh Dehlinger 1
Nazim Madhavji 1
Martina Beer 1
Andrew Partington 1
Jiaqi Yan 1
Doug Vogel 1
Norihisa Komoda 1
Guido Governatori 1
Jan Recker 1
Ingo Weber 1
Conrad Tucker 1
Qi Liu 1
Devipsita Bhattacharya 1
Kevin Hamlen 1
Zaki Malik 1
Kewei Huang 1
Rajiv Krishnamurthy 1
Shambhu Upadhyaya 1
Atefeh Taghavi 1
Anik Mukherjee 1
Nargis Pervin 1
Sally McClean 1
Eepeng Lim 1
Akhil Kumar 1
Inu Matter 1
Raymond Patterson 1
Rumiko Matsuoka 1
Yutian Sun 1
Hasan Cavusoglu 1
Ling Liu 1
Palakorn Achananuparp 1
Eepeng Lim 1
Joydeep Ghosh 1
Yucheng Kao 1
Mark Mulder 1
Tianjie Deng 1
Fred Niederman 1
Ofer Arazy 1
Zhongju Zhang 1
Gunes Koru 1
Aryya Gangopadhyay 1
Hejamadi Rao 1
Matthias Jarke 1
Jiexun Li 1
Thushari Silva 1
Marcello La Rosa 1
Michael Rosemann 1
Xiwei Xu 1
Cristina Cabanillas 1
Xiao Fang 1
Suppawong Tuarob 1
Bernard Yian Tan 1
Kaisa Still 1
Chuanju Wang 1
MingChih Lin 1
Anthony Lee 1
Jing Peng 1
Song Wu 1
Zhuolun Li 1
Hao Chen 1
Kutsal Dogan 1
Jun Liu 1
Vijayalakshmi Atluri 1
Yonghua Ji 1
Joel Fredrickson 1
Jae Choi 1
Konstantin Bauman 1
Carson Woo 1
Anindya Datta 1
Thomas Meservy 1
David Zimbra 1
Stephen Luther 1
Terry Young 1
David Liebovitz 1
Shaoyi Liao 1
Michelle Carter 1
Zhe Shan 1
Thomas Ngo-Ye 1
Erik Rolland 1
Yenhsien Lee 1
Chingyi Tu 1
Norihiro Hagita 1
Ron Kwok 1
Gabriele Piccoli 1
Jiming Wu 1
Ahmed Abbasi 1
Nan Hu 1
Haodong Yang 1
Seymour Goodman 1
Robert Winter 1
Frederik Marx 1
Jing Zhao 1
Stuart Madnick 1
Yu Fu 1
Kalle Lyytinen 1
Gilbert Fridgen 1
Suriadi Suriadi 1
Thorben Keller 1
Elgar Fleisch 1
Daning Hu 1
Luciano García-Bañuelos 1
Stefanie Rinderle-Ma 1
Mark Staples 1
Florian Daniel 1
Anastasiia Pika 1
Sumit Sarkar 1
Jiajie Xu 1
Jing Gao 1
Amal Alhosban 1
Uttam Sarkar 1
Christos Liaskos 1
Suresh Radhakrishnan 1
Farnoush Banaei-Kashani 1
Iris Linck 1
Azmat Ullah 1
David Krackhardt 1
Matthias Uhl 1
Rajiv Khosla 1
Ugan Yasavur 1
Michael Cuenco 1
Jason Thatcher 1
Paul Clay 1
Anju Harpalani 1
Zeynep Yücel 1
Michiko Furutani 1
Huaxia Rui 1
Levent Orman 1
Hsinmin Lu 1
Chenkai Ni 1
Madhav Marathe 1
Alex Edgcomb 1
Gediminas Adomavicius 1
Joseph Valacich 1
Alan Abrahams 1
Harryjiannan Wang 1
Kannan Mohan 1
Frédéric Thiesse 1
Virginia Dignum 1
Yaohua Tan 1
Jan Mendling 1
Xitong Guo 1
Henrik Leopold 1
Frank Leymann 1
Mathias Weske 1
Benjamin Shao 1
Colin Fidge 1
Arthur Hofstede 1
Gang Wang 1
Prachi Singhania 1
RungTai Kao 1
Can Sun 1
Ray Patterson 1
Derek Nazareth 1
Ryan Zaczynski 1
Michael Mannino 1
Richard Lai 1
Jeffrey Jenkins 1
Judee Burgoon 1
Patrick Doreian 1
M Yeo 1
Patty Kostkova 1
Martin Szomszor 1
James McCart 1
Kazuhiko Shinozawa 1
Ramesh Sharda 1
Jing Jiang 1
Wei Wei 1
Keith Bisset 1
Patriya Tansuhaj 1
Jingjing Zhang 1
Ann Majchrzak 1
Salvatore March 1
Weithoo Yue 1
Dan Ke 1
Tarek Abdel-Hamid 1
Gregory Dawson 1
John Mylopoulos 1
Ivan Jureta 1
Chun Ouyang 1
Md Nekvi 1
Thomas Wolf 1
Jie Jiang 1
Binny Samuel 1
Masaki Samejima 1
Adarsh Kakar 1
Saeede Eftekhari 1
Ranjit Singh 1
Manfred Reichert 1
Tijs Slaats 1
Barbara Weber 1
Marlon Dumas 1
Olivia Sheng 1
Ray Strong 1
Dengpan Liu 1
William Ross 1
Wasim Sadiq 1
Nan Niu 1
Pochuan Chien 1
Latifur Khan 1
Jiawei Han 1
Bhavani Thuraisingham 1
Kuotay Chen 1
Bernard Tan 1
Susanne Schmidt-Rauch 1
Neil Hunt 1
Biswatosh Saha 1
Yan Lu 1
Ageliki Tsioliaridou 1
Jun Liu 1
Varghese Jacob 1
Shuyuan Deng 1
Debra VanderMeer 1
Ramayya Krishnan 1
He Zhang 1
Sanjay Mehotra 1
Carl Gunter 1
Raymond Lau 1
Donald Berndt 1
Dezon Finch 1
Michita Imai 1
Robert Briggs 1
Tuananh Hoang 1
Cheng Lee 1
Christopher Yang 1
Gondy Leroy 1
Kivilcim Dogerlioglu-Demir 1
K Basoglu 1
T Raghu 1
Paul Gray 1
Ralph Sprague 1
ChunPo Yin 1
Nan Xiao 1
Weiguo Fan 1
Johnleslie King 1
Carl Simon 1
Jonathan Karnon 1
Richard Hull 1
Roman Lukyanenko 1
Schahram Dustdar 1
Andreas Solti 1
Matthias Weidlich 1
Jan Brocke 1
Zhepeng(Lionel) Li 1
Joseph Cazier 1
Chelliah Sriskandarajah 1
Martha Russell 1
Xue Bai 1
Carlos Gomez-Uribe 1
Omar El-Gayar 1
Hemant Jain 1
R Sundarraj 1
Chenhui Guo 1
Dongmei Liu 1
Xiaohui Liu 1
Bradley Malin 1
Naphtali Rishe 1
Andrew Thomas 1
Sudip Bhattacharjee 1
Dan Zhu 1
Rajesh Mirani 1
Masato Sakata 1
George Mathew 1
Zoran Obradović 1
Kaiquan Xu 1
Xiaolong Zheng 1
MaoWei Hung 1
Shuhsing Li 1
Roger Chiang 1
Edward Stohr 1
Christopherchuen Yang 1
Mark Fuller 1
Yubo Chen 1
Jörg Mayer 1
Hina Arora 1
Arie Croitoru 1
Ming Fan 1
Richard Watson 1
Christoph Rosenkranz 1
Radhika Jain 1
Massimo Mecella 1
Yang Chen 1
Hajo Reijers 1
Stefan Schulte 1
Liming Zhu 1
Timothy Major 1
Robert Louis 1
Anca Chandra 1
Jukka Huhtamäki 1
Tanmay Bhowmik 1
Arun Majumdar 1
Zhiming Ding 1
Corentin Burnay 1
Mingfeng Tsai 1
Mohammad Masud, 1
Tahseen Al-Khateeb 1
Erfan Najmi 1
Brahim Medjahed 1
Jinwen Sun 1
Agam Gupta 1
Mohammad Al-Ramahi 1
Arun Majumdar 1
Alqurashi Raghda 1
Rohit Valecha 1
Sanjukta Das 1
Xia Zhao 1
Douglas Derrick 1
Robert Lusch 1
Zidong Wang 1
Julie Eatock 1
Christine Lisetti 1
Yunqing Xia 1
Guoqing Chen 1
Bin Zhang 1
D McKnight 1
T Gill 1

Affiliation Paper Counts
Case Western Reserve University 1
Humboldt University of Berlin 1
University of Michigan 1
Mississippi State University 1
Pacific Lutheran University 1
University of Calgary 1
University of Texas at Arlington 1
Ohio State University 1
University of Rostock 1
University of Manchester 1
Claremont Graduate University 1
North Carolina State University 1
Youngstown State University 1
University of Pennsylvania 1
University of Michigan-Dearborn 1
Dalton State College 1
Louisiana State University 1
Cornell University 1
United Arab Emirates University 1
Sabanci University 1
University of California , Merced 1
Purdue University 1
University of Montreal 1
Tampere University of Technology 1
Washington State University 1
Nanjing University of Science and Technology 1
Soochow University 1
Santa Clara University 1
The Brookings Institution 1
University of Ulm 1
IBM Research 1
Technical University of Denmark 1
Ithaca College 1
University of Wurzburg 1
Stanford University 1
Mahidol University 1
Oregon State University 1
University of Hawaii at Manoa 1
University of Massachusetts Amherst 1
Loyola University Maryland 1
University of Saskatchewan 1
University of Pittsburgh 1
University of Stuttgart 1
University of Kentucky 1
University of Trento 1
RWTH Aachen University 1
Academia Sinica Taiwan 1
Manhattan College 1
Washington State University Pullman 1
The University of North Carolina at Greensboro 1
IT University of Copenhagen 1
San Diego State University 1
University of Nebraska at Omaha 1
University of Science and Technology of China 1
Foundation for Research and Technology-Hellas 1
University of Houston-Clear Lake 1
Macquarie University 1
Appalachian State University 1
Texas A and M University 1
Royal Holloway University of London 1
University of Ulster 1
National Chiayi University 1
New York University 1
University of Virginia 1
University College London 1
Massachusetts Institute of Technology 1
Technion - Israel Institute of Technology 1
University of Bayreuth 1
Politecnico di Milano 1
Auckland University of Technology 1
University of Cologne 1
UNITEC Institute of Technology 1
The University of North Carolina at Chapel Hill 1
City University London 1
University of Vienna 1
Keio University 1
Microsoft Corporation 1
National Chengchi University 1
Northwest Missouri State University 1
Stevens Institute of Technology 1
Alabama State University 1
St. Louis University 1
University of Baltimore 1
Pittsburg State University 1
Ming Chuan University 1
University of Southern California 1
University of Minnesota Twin Cities 1
The University of Georgia 1
University of Regensburg 1
University of Copenhagen 1
Democritus University of Thrace 1
Boston College 1
Michigan State University 1
Thompson Rivers University 1
University of Electro-Communications 1
University of Roma La Sapienza 1
Oklahoma State University System 1
Naval Postgraduate School 1
California State University 1
Nanjing University 1
VTT Technical Research Centre of Finland 1
York University Canada 1
Advanced Semiconductor Engineering, Inc. 1
Ozyegin University 1
KOF Swiss Economic Institute 1
Southern University of Science and Technology 1
Hasso-Plattner-Institut fur Softwaresystemtechnik GmbH 1
Indian Institute of Management Tiruchirappalli 1
FedEx 2
Vanderbilt University 2
Iowa State University 2
University of Minnesota System 2
University of Wisconsin Eau Claire 2
Facultes Universitaires Notre-Dame de la Paix 2
Brigham Young University 2
Old Dominion University 2
Vrije Universiteit Amsterdam 2
IBM Almaden Research Center 2
University of Adelaide 2
The University of Western Ontario 2
National Sun Yat-Sen University Taiwan 2
University of Washington, Seattle 2
University of Augsburg 2
National Taipei University 2
Vienna University of Technology 2
Harbin Institute of Technology 2
State University of New York College at Oneonta 2
University of Canberra 2
Tsinghua University 2
Tokyo Women's Medical University 2
Indian Institute of Technology, Madras 2
University Michigan Ann Arbor 2
Swiss Federal Institute of Technology, Zurich 2
Clemson University 2
University of California, Santa Barbara 2
University of California, Riverside 2
Baruch College 2
Swinburne University of Technology 2
University of Tartu 2
Indian Institute of Management Calcutta 2
Netflix, Inc. 2
Rutgers University-Newark Campus 3
University of Illinois at Urbana-Champaign 3
Towson University 3
The University of Hong Kong 3
Northwestern University 3
Wayne State University 3
Fudan University 3
VA Medical Center 3
Osaka University 3
University of Utah 3
Carnegie Mellon University 3
Temple University 3
Rutgers, The State University of New Jersey 3
Dakota State University 3
Eindhoven University of Technology 3
Leonard N. Stern School of Business 3
Pennsylvania State University 4
Delft University of Technology 4
La Trobe University 4
Tatung University 4
The University of British Columbia 4
Chinese Academy of Sciences 4
Brunel University London 4
University of Delaware 4
University of Maryland, Baltimore County 4
University of Cincinnati 4
Vienna University of Economics and Business Administration 5
Arizona State University 5
University of Colorado at Denver 5
Drexel University 5
Florida International University 5
Singapore Management University 5
Stony Brook University 5
University of St. Gallen 5
Commonwealth Scientific and Industrial Research Organization 5
Indian Institute of Technology, Kharagpur 6
University of South Florida Tampa 6
University of Texas at Austin 6
University of Alberta 6
Georgia State University 7
University of Zurich 7
University of Wisconsin Milwaukee 7
National Taiwan University 8
Virginia Tech 8
University of Texas at Dallas 9
Georgia Institute of Technology 9
Queensland University of Technology 11
City University of Hong Kong 11
National University of Singapore 12
University of Connecticut 15
University at Buffalo, State University of New York 15
University of Arizona 28
 
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