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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)

Discovering Discontinuity in Big Financial Transaction Data

Blockchains for Business Process Management - Challenges and Opportunities

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July, 2017 -- Call for Special Issue on Advancing FinTech & TechFin Applications in Research, Policies and Practice. Submission deadline: November 15, 2017


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
ecoxight: Discovery, Exploration and Analysis of Business Ecosystems using Interactive Visualization

The term "ecosystem is used pervasively in industry, government, and academia to describe the complex, dynamic, hyperconnected nature of many social, economic, and technical systems that exist today. Ecosystems are characterized by a large, dynamic, and heterogeneous set of geospatially distributed entities that are interconnected through various types of relationships. This study describes the design and development of ecoxight, a web-based visualization platform that provides multiple coordinated views of multi-partite, multi-attribute, dynamic, and geospatial ecosystem data with novel and rich interaction capabilities, to augment decision makers ecosystem intelligence. The design of ecoxight was informed by an extensive multi-phase field study of executives. ecoxight not only provides capabilities to interactively explore and make sense of ecosystems, but also provides rich visual construction capabilities to help decision makers align their mental model. We demonstrate the usability, utility, and value of our system using multiple evaluation studies with practitioners using socially-curated data on the emerging API ecosystem. We report on our findings and conclude with research implications. Collectively, our study contributes to design science research at the intersection of IS and strategy and the rapidly emerging field of visual enterprise analytics.

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 144
Citation Count 463
Available for Download 144
Downloads (6 weeks) 4660
Downloads (12 Months) 33823
Downloads (cumulative) 127324
Average downloads per article 884
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
Paulo Góes 3
Jay Nunamaker, 3
Sudha Ram 3
Ram Ramesh 3
Jaideep Vaidya 2
Annaye Du 2
Xianghua Lu 2
Alan Hevner 2
Andrew Whinston 2
Balasubramaniam Ramesh 2
Sira Yongchareon 2
Atish Sinha 2
Raj Sharman 2
Lan Cao 2
Moe Wynn 2
Juliana Sutanto 2
James Marsden 2
Xiaohui Zhao 2
Gerhard Schwabe 2
Daniel Zeng 2
Kaushik Dutta 2
Zhu Zhang 2
Keli Xiao 2
Arindam Roy 2
Shamik Sural 2
Zan Huang 2
Wil Van Der Aalst 2
Shinghan Li 2
David Yen 2
Yingping Chuang 2
Niam Yaraghi 2
Atreyi Kankanhalli 2
Paul Hu 2
Michael Chau 2
Suranjan Chakraborty 2
Sulin Ba 2
Alexander Tuzhilin 2
Rahul Basole 2
Chengfei Liu 2
Huimin Zhao 2
Claudio Ciccio 2
Dengpan Liu 1
William Ross 1
Nan Niu 1
Wasim Sadiq 1
Pochuan Chien 1
Latifur Khan 1
Jiawei Han 1
Bhavani Thuraisingham 1
Susanne Schmidt-Rauch 1
Kuotay Chen 1
Bernard Tan 1
Neil Hunt 1
Biswatosh Saha 1
Yan Lu 1
Debra VanderMeer 1
Ramayya Krishnan 1
Varghese Jacob 1
Jun Liu 1
Ageliki Tsioliaridou 1
Shuyuan Deng 1
Zhepeng(Lionel) Li 1
Cheng Lee 1
Donald Berndt 1
Dezon Finch 1
Schahram Dustdar 1
Richard Hull 1
Andreas Solti 1
Matthias Weidlich 1
Jan Brocke 1
Tuananh Hoang 1
Christopher Yang 1
He Zhang 1
Sanjay Mehotra 1
Carl Gunter 1
Gondy Leroy 1
Michita Imai 1
Kivilcim Dogerlioglu-Demir 1
K Basoglu 1
Robert Briggs 1
Raymond Lau 1
T Raghu 1
Paul Gray 1
Ralph Sprague 1
Nan Xiao 1
ChunPo Yin 1
Weiguo Fan 1
Johnleslie King 1
Carl Simon 1
Jonathan Karnon 1
Joseph Cazier 1
Roman Lukyanenko 1
Chelliah Sriskandarajah 1
Martha Russell 1
Xue Bai 1
Carlos Gomez-Uribe 1
Chenhui Guo 1
Andrew Thomas 1
Omar El-Gayar 1
R Sundarraj 1
Hemant Jain 1
Sudip Bhattacharjee 1
Arie Croitoru 1
Anca Chandra 1
Hajo Reijers 1
Stefan Schulte 1
Liming Zhu 1
Shuhsing Li 1
Xiaolong Zheng 1
MaoWei Hung 1
Roger Chiang 1
Edward Stohr 1
Dan Zhu 1
Dongmei Liu 1
Xiaohui Liu 1
Naphtali Rishe 1
Bradley Malin 1
Rajesh Mirani 1
Christopherchuen Yang 1
Masato Sakata 1
George Mathew 1
Zoran Obradović 1
Mark Fuller 1
Yubo Chen 1
Kaiquan Xu 1
Jörg Mayer 1
Hina Arora 1
Richard Watson 1
Ming Fan 1
Christoph Rosenkranz 1
Radhika Jain 1
Massimo Mecella 1
Yang Chen 1
Robert Louis 1
Timothy Major 1
Jukka Huhtamäki 1
Tanmay Bhowmik 1
Arun Majumdar 1
Corentin Burnay 1
Mingfeng Tsai 1
Zhiming Ding 1
Jiexun Li 1
Thushari Silva 1
Bernard Yian Tan 1
Kaisa Still 1
Chuanju Wang 1
MingChih Lin 1
Anthony Lee 1
Jing Peng 1
Zhuolun Li 1
Yonghua Ji 1
Anindya Datta 1
Kutsal Dogan 1
Hao Chen 1
Song Wu 1
Vijayalakshmi Atluri 1
Joel Fredrickson 1
Konstantin Bauman 1
Carson Woo 1
Jae Choi 1
Jun Liu 1
Michelle Carter 1
David Zimbra 1
Stephen Luther 1
Yenhsien Lee 1
Chingyi Tu 1
Gabriele Piccoli 1
Luciano García-Bañuelos 1
Stefanie Rinderle-Ma 1
Mark Staples 1
Florian Daniel 1
Jiming Wu 1
Thomas Meservy 1
Ahmed Abbasi 1
Nan Hu 1
Zhe Shan 1
Thomas Ngo-Ye 1
Erik Rolland 1
Haodong Yang 1
Seymour Goodman 1
Terry Young 1
David Liebovitz 1
Norihiro Hagita 1
Shaoyi Liao 1
Ron Kwok 1
Frederik Marx 1
Robert Winter 1
Jing Zhao 1
Stuart Madnick 1
John Mylopoulos 1
Md Nekvi 1
Chun Ouyang 1
Jie Jiang 1
Binny Samuel 1
Adarsh Kakar 1
Saeede Eftekhari 1
Ranjit Singh 1
Masaki Samejima 1
Jan Stallaert 1
Martina Beer 1
Gang Wang 1
Josh Dehlinger 1
Nazim Madhavji 1
Andrew Partington 1
Jiaqi Yan 1
Doug Vogel 1
Norihisa Komoda 1
Devipsita Bhattacharya 1
Kevin Hamlen 1
Kewei Huang 1
Nargis Pervin 1
Eepeng Lim 1
Zaki Malik 1
Rajiv Krishnamurthy 1
Shambhu Upadhyaya 1
Atefeh Taghavi 1
Anik Mukherjee 1
Xiao Fang 1
Joydeep Ghosh 1
Ofer Arazy 1
Yutian Sun 1
Suppawong Tuarob 1
Marcello La Rosa 1
Michael Rosemann 1
Xiwei Xu 1
Cristina Cabanillas 1
Hasan Cavusoglu 1
Ling Liu 1
Palakorn Achananuparp 1
Eepeng Lim 1
Akhil Kumar 1
Inu Matter 1
Raymond Patterson 1
Yucheng Kao 1
Sally McClean 1
Rumiko Matsuoka 1
Mark Mulder 1
Tianjie Deng 1
Fred Niederman 1
Zhongju Zhang 1
Hejamadi Rao 1
Gunes Koru 1
Aryya Gangopadhyay 1
Matthias Jarke 1
Yaohua Tan 1
Xitong Guo 1
Benjamin Shao 1
Colin Fidge 1
Arjun Srinivasan 1
Arthur Hofstede 1
Hyunwoo Park 1
Gang Wang 1
Prachi Singhania 1
RungTai Kao 1
Can Sun 1
Ray Patterson 1
Patrick Doreian 1
Ryan Zaczynski 1
Michael Mannino 1
Derek Nazareth 1
Richard Lai 1
Olivia Sheng 1
James McCart 1
Ray Strong 1
Manfred Reichert 1
Tijs Slaats 1
Barbara Weber 1
Marlon Dumas 1
Jeffrey Jenkins 1
Judee Burgoon 1
Jing Jiang 1
Wei Wei 1
M Yeo 1
Keith Bisset 1
Patty Kostkova 1
Martin Szomszor 1
Kazuhiko Shinozawa 1
Ramesh Sharda 1
Patriya Tansuhaj 1
Jingjing Zhang 1
Ann Majchrzak 1
Salvatore March 1
Weithoo Yue 1
Dan Ke 1
Gregory Dawson 1
Tarek Abdel-Hamid 1
Thomas Wolf 1
Ivan Jureta 1
Stephenshaoyi Liao 1
Huib Aldewereld 1
Ma Jian 1
Sherryxiaoyun Sun 1
Michael Leyer 1
Tuanminh Ha 1
Neil Rubens 1
Wentao Wang 1
Vijayalakshmi Atluri 1
Marek Kowalkiewicz 1
Patrick Chau 1
Bora Kolfal 1
Fang Fang 1
Khayyam Hashmi 1
H Rao 1
Ramesh Sankaranarayanan 1
Qi Liu 1
Joyce Ho 1
Chihfong Tsai 1
Conrad Tucker 1
Ling Xue 1
Jian Yang 1
Guido Governatori 1
Jan Recker 1
Ingo Weber 1
Clyde Holsapple 1
FengTse Tsai 1
Faheem Ahmed 1
Wil Van Der Aalst 1
Philipp Nussbaumer 1
Houari Sahraoui 1
Jackie Ulmer 1
Lihua Huang 1
Ling Jiang 1
Suruchi Deodhar 1
Jiangzhuo Chen 1
Zongcyuan Zhang 1
Meitai Chu 1
Reza Amini 1
Narges Kasiri 1
William Robinson 1
Xin Li 1
Crystal Shi 1
Balaji Padmanabhan 1
Yuefeng Li 1
Ajay Vinzé 1
Yu Fu 1
Gilbert Fridgen 1
Kalle Lyytinen 1
Suriadi Suriadi 1
Thorben Keller 1
Elgar Fleisch 1
Daning Hu 1
Anastasiia Pika 1
Sumit Sarkar 1
Jiajie Xu 1
Jing Gao 1
Uttam Sarkar 1
David Krackhardt 1
Amal Alhosban 1
Suresh Radhakrishnan 1
Farnoush Banaei-Kashani 1
Iris Linck 1
Christos Liaskos 1
Matthias Uhl 1
Azmat Ullah 1
Jason Thatcher 1
Paul Clay 1
Jan Mendling 1
Henrik Leopold 1
Frank Leymann 1
Mathias Weske 1
Levent Orman 1
Hsinmin Lu 1
Chenkai Ni 1
Madhav Marathe 1
Rajiv Khosla 1
Ugan Yasavur 1
Michiko Furutani 1
Anju Harpalani 1
Zeynep Yücel 1
Alex Edgcomb 1
Gediminas Adomavicius 1
Joseph Valacich 1
Michael Cuenco 1
Huaxia Rui 1
Alan Abrahams 1
Harryjiannan Wang 1
Kannan Mohan 1
Frédéric Thiesse 1
Virginia Dignum 1
Tahseen Al-Khateeb 1
Agam Gupta 1
Guoqing Chen 1
Bin Zhang 1
Sanjukta Das 1
Erfan Najmi 1
Brahim Medjahed 1
Jinwen Sun 1
Arun Majumdar 1
Mohammad Al-Ramahi 1
Alqurashi Raghda 1
Rohit Valecha 1
D McKnight 1
Chuanren Liu 1
Hui Xiong 1
Zenyu Quan 1
Robert Lusch 1
Tszwai Lui 1
Xia Zhao 1
Jianwen Su 1
Avigdor Gal 1
Munindar Singh 1
Søren Debois 1
T Gill 1
Douglas Derrick 1
Zhu Zhang 1
Jing Peng 1
Mohammad Masud, 1
Yifei Ma 1
Connie St. Louis 1
Zidong Wang 1
Julie Eatock 1
Christine Lisetti 1
Sophia Ananiadou 1
Suprateek Sarker 1
Frank Vahid 1
Arash Akhlaghi 1
Ali Syed 1
Arvind Malhotra 1
Yunqing Xia 1
Noyan Ilk 1
Gordon Davis 1
Jingguo Wang 1
Zhiyuan Chen 1
Gerald Kane 1
Fengyang Kuo 1
Debabrata Dey 1
Gang Peng 1
Julia Klier 1
Neil Ernst 1
Alex Borgida 1
Huaiqing Wang 1
Salah Bouktif 1

Affiliation Paper Counts
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
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
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
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
VA Medical Center 3
Eindhoven University of Technology 3
Dakota State University 3
Rutgers, The State University of New Jersey 3
Temple University 3
Carnegie Mellon University 3
University of Utah 3
Osaka University 3
Leonard N. Stern School of Business 3
Fudan University 3
Wayne State University 3
Northwestern University 3
The University of Hong Kong 3
Towson University 3
University of Illinois at Urbana-Champaign 3
Brunel University London 4
University of Maryland, Baltimore County 4
Pennsylvania State University 4
University of Cincinnati 4
Delft University of Technology 4
La Trobe University 4
Tatung University 4
University of Delaware 4
Chinese Academy of Sciences 4
The University of British Columbia 4
Florida International University 5
Stony Brook University 5
Drexel University 5
University of St. Gallen 5
Commonwealth Scientific and Industrial Research Organization 5
Arizona State University 5
Vienna University of Economics and Business Administration 5
Singapore Management University 5
University of Colorado at Denver 5
University of South Florida Tampa 6
Georgia Institute of Technology 6
University of Alberta 6
Indian Institute of Technology, Kharagpur 6
University of Texas at Austin 6
University of Wisconsin Milwaukee 7
Georgia State University 7
University of Zurich 7
National Taiwan University 8
Virginia Tech 8
University of Texas at Dallas 9
Queensland University of Technology 11
City University of Hong Kong 11
National University of Singapore 12
University at Buffalo, State University of New York 15
University of Connecticut 15
University of Arizona 28
 
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