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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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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
Discovering Discontinuity in Big Financial Transaction Data

Business transactions are typically recorded in the company ledger. The primary purpose of such financial information is to accompany a monthly or quarterly report for the executives to make sound business decisions and strategies for the next business period. These business strategies often result in transitions that cause underlying infrastructures and components to change, including alteration in the nomenclature system of the business components. As a result, a transaction stream of an affected component would be replaced by another steam with a different component name, resulting in discontinuity of a financial stream of the same component. Recently, advancement in large scale data mining technologies has enabled a set of critical applications to utilize knowledge extracted from a vast amount of existing data that would otherwise have been unused or under-utilized. In financial and services computing domains, recent studies have illustrated that historical financial data could be used to predict future revenues and profits, optimizing costs, among other potential applications. These prediction models rely on long-term availability of the historical data that traces back for multiple years. However, the discontinuity of the financial transaction stream associated with a business component has limited the learning capability of the prediction models. In this paper, we propose a set of machine learning based algorithms to automatically discover component name replacements, using information available in general ledger databases. The algorithms are designed to be scalable for handling massive data points, especially in large companies. Furthermore, the proposed algorithms are generalizable to other domains whose data is time-series and shares the same natures as the financial data available in business ledgers. A case study of real-world IBM service delivery retrieved from four different geographical regions are used to validate the efficacy of the proposed methodology.

Bibliometrics

Publication Years 2010-2017
Publication Count 142
Citation Count 408
Available for Download 142
Downloads (6 weeks) 4492
Downloads (12 Months) 30362
Downloads (cumulative) 112868
Average downloads per article 795
Average citations per article 3
First Name Last Name Award
Hsinchun Chen ACM Fellows (2015)
Gordon B Davis ACM Fellows (1997)
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
Sudha Ram 3
Ram Ramesh 3
Paulo Góes 3
Jay Nunamaker, 3
Annaye Du 2
Xianghua Lu 2
Alan Hevner 2
Andrew Whinston 2
Balasubramaniam Ramesh 2
Sira Yongchareon 2
Raj Sharman 2
Atish Sinha 2
Rahul Basole 2
Moe Wynn 2
Juliana Sutanto 2
Xiaohui Zhao 2
James Marsden 2
Gerhard Schwabe 2
Daniel Zeng 2
Keli Xiao 2
Zhu Zhang 2
Kaushik Dutta 2
Arindam Roy 2
Shamik Sural 2
Zan Huang 2
David Yen 2
Yingping Chuang 2
Shinghan Li 2
Niam Yaraghi 2
Chengfei Liu 2
Atreyi Kankanhalli 2
Huimin Zhao 2
Jaideep Vaidya 2
Suranjan Chakraborty 2
Sulin Ba 2
Alexander Tuzhilin 2
Michael Chau 2
Lan Cao 2
Paul Hu 2
Dengpan Liu 1
Wasim Sadiq 1
Pochuan Chien 1
William Ross 1
Nan Niu 1
Susanne Schmidt-Rauch 1
Kuotay Chen 1
Latifur Khan 1
Jiawei Han 1
Bhavani Thuraisingham 1
Bernard Tan 1
Biswatosh Saha 1
Varghese Jacob 1
Neil Hunt 1
Yan Lu 1
Jun Liu 1
Ageliki Tsioliaridou 1
Debra VanderMeer 1
Shuyuan Deng 1
Ramayya Krishnan 1
Tuananh Hoang 1
He Zhang 1
Sanjay Mehotra 1
Michita Imai 1
Robert Briggs 1
Raymond Lau 1
Cheng Lee 1
Donald Berndt 1
Dezon Finch 1
Carl Gunter 1
K Basoglu 1
T Raghu 1
Gondy Leroy 1
Kivilcim Dogerlioglu-Demir 1
Zhepeng(Lionel) Li 1
Christopher Yang 1
Paul Gray 1
Ralph Sprague 1
Nan Xiao 1
ChunPo Yin 1
Weiguo Fan 1
Jonathan Karnon 1
Joseph Cazier 1
Roman Lukyanenko 1
Wil Van Der Aalst 1
Johnleslie King 1
Carl Simon 1
Chelliah Sriskandarajah 1
Martha Russell 1
Xue Bai 1
Carlos Gomez-Uribe 1
Omar El-Gayar 1
Hemant Jain 1
Chenhui Guo 1
R Sundarraj 1
Andrew Thomas 1
Sudip Bhattacharjee 1
Xiaolong Zheng 1
MaoWei Hung 1
Shuhsing Li 1
Roger Chiang 1
Edward Stohr 1
Dan Zhu 1
Rajesh Mirani 1
Dongmei Liu 1
Xiaohui Liu 1
Naphtali Rishe 1
Masato Sakata 1
George Mathew 1
Zoran Obradović 1
Yubo Chen 1
Kaiquan Xu 1
Bradley Malin 1
Mark Fuller 1
Jörg Mayer 1
Hina Arora 1
Christopherchuen Yang 1
Arie Croitoru 1
Richard Watson 1
Ming Fan 1
Radhika Jain 1
Yang Chen 1
Timothy Major 1
Robert Louis 1
Christoph Rosenkranz 1
Massimo Mecella 1
Jukka Huhtamäki 1
Corentin Burnay 1
Mingfeng Tsai 1
Zhiming Ding 1
Tanmay Bhowmik 1
Arun Majumdar 1
Mohammad Masud, 1
Tahseen Al-Khateeb 1
Erfan Najmi 1
Brahim Medjahed 1
Jinwen Sun 1
Arun Majumdar 1
Agam Gupta 1
Mohammad Al-Ramahi 1
Alqurashi Raghda 1
Rohit Valecha 1
Guoqing Chen 1
Bin Zhang 1
Sanjukta Das 1
D McKnight 1
Xia Zhao 1
T Gill 1
Douglas Derrick 1
Zhu Zhang 1
Jing Peng 1
Salah Bouktif 1
Zenyu Quan 1
Connie St. Louis 1
Robert Lusch 1
Zidong Wang 1
Julie Eatock 1
Christine Lisetti 1
Frank Vahid 1
Arvind Malhotra 1
Yunqing Xia 1
Tszwai Lui 1
Jianwen Su 1
Arash Akhlaghi 1
Ali Syed 1
Yifei Ma 1
Sophia Ananiadou 1
Suprateek Sarker 1
Chuanren Liu 1
Hui Xiong 1
Noyan Ilk 1
Gordon Davis 1
Jingguo Wang 1
Zhiyuan Chen 1
Fengyang Kuo 1
Debabrata Dey 1
Gang Peng 1
Julia Klier 1
Alex Borgida 1
Neil Ernst 1
Stephenshaoyi Liao 1
Huaiqing Wang 1
Huib Aldewereld 1
Sherryxiaoyun Sun 1
Tuanminh Ha 1
Michael Leyer 1
Gerald Kane 1
Ma Jian 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
FengTse Tsai 1
Philipp Nussbaumer 1
Houari Sahraoui 1
Faheem Ahmed 1
Jackie Ulmer 1
Chihfong Tsai 1
Meitai Chu 1
Reza Amini 1
Narges Kasiri 1
Xin Li 1
Balaji Padmanabhan 1
Crystal Shi 1
Yuefeng Li 1
Ajay Vinzé 1
Ling Xue 1
Jian Yang 1
Wil Van Der Aalst 1
Lihua Huang 1
Joyce Ho 1
Zongcyuan Zhang 1
William Robinson 1
Clyde Holsapple 1
Ling Jiang 1
Suruchi Deodhar 1
Jiangzhuo Chen 1
Qi Liu 1
Jan Stallaert 1
Martina Beer 1
Nazim Madhavji 1
Gang Wang 1
Andrew Partington 1
Jiaqi Yan 1
Doug Vogel 1
Norihisa Komoda 1
Josh Dehlinger 1
Devipsita Bhattacharya 1
Kevin Hamlen 1
Zaki Malik 1
Kewei Huang 1
Rajiv Krishnamurthy 1
Shambhu Upadhyaya 1
Nargis Pervin 1
Atefeh Taghavi 1
Eepeng Lim 1
Anik Mukherjee 1
Hasan Cavusoglu 1
Ling Liu 1
Palakorn Achananuparp 1
EePeng Lim 1
Akhil Kumar 1
Inu Matter 1
Raymond Patterson 1
Sally McClean 1
Rumiko Matsuoka 1
Fred Niederman 1
Yutian Sun 1
Joydeep Ghosh 1
Yucheng Kao 1
Tianjie Deng 1
Mark Mulder 1
Xiao Fang 1
Zhongju Zhang 1
Ofer Arazy 1
Hejamadi Rao 1
Aryya Gangopadhyay 1
Gunes Koru 1
Jiexun Li 1
Matthias Jarke 1
Thushari Silva 1
Bernard Yian Tan 1
Kaisa Still 1
Chuanju Wang 1
Jing Peng 1
Hao Chen 1
Vijayalakshmi Atluri 1
MingChih Lin 1
Anthony Lee 1
Zhuolun Li 1
Song Wu 1
Kutsal Dogan 1
Yonghua Ji 1
Konstantin Bauman 1
Joel Fredrickson 1
Jae Choi 1
Anindya Datta 1
Carson Woo 1
Jun Liu 1
Michelle Carter 1
Thomas Meservy 1
Ahmed Abbasi 1
Zhe Shan 1
Thomas Ngo-Ye 1
Erik Rolland 1
Seymour Goodman 1
David Zimbra 1
Terry Young 1
Norihiro Hagita 1
Shaoyi Liao 1
Ron Kwok 1
Gabriele Piccoli 1
Nan Hu 1
Stephen Luther 1
Yenhsien Lee 1
Chingyi Tu 1
David Liebovitz 1
Frederik Marx 1
Robert Winter 1
Jiming Wu 1
Haodong Yang 1
Stuart Madnick 1
Jing Zhao 1
Yu Fu 1
Gilbert Fridgen 1
Suriadi Suriadi 1
Daning Hu 1
Anastasiia Pika 1
Kalle Lyytinen 1
Thorben Keller 1
Elgar Fleisch 1
Sumit Sarkar 1
Jiajie Xu 1
Jing Gao 1
Amal Alhosban 1
Uttam Sarkar 1
Suresh Radhakrishnan 1
Christos Liaskos 1
Farnoush Banaei-Kashani 1
Iris Linck 1
Azmat Ullah 1
David Krackhardt 1
Matthias Uhl 1
Jason Thatcher 1
Paul Clay 1
Levent Orman 1
Hsinmin Lu 1
Chenkai Ni 1
Rajiv Khosla 1
Anju Harpalani 1
Ugan Yasavur 1
Zeynep Yücel 1
Michiko Furutani 1
Alex Edgcomb 1
Gediminas Adomavicius 1
Michael Cuenco 1
Huaxia Rui 1
Joseph Valacich 1
Madhav Marathe 1
Kannan Mohan 1
Harryjiannan Wang 1
Alan Abrahams 1
Virginia Dignum 1
Yaohua Tan 1
Xitong Guo 1
Arjun Srinivasan 1
Benjamin Shao 1
Colin Fidge 1
Arthur Hofstede 1
FréDéRic Thiesse 1
Hyunwoo Park 1
Gang Wang 1
Prachi Singhania 1
RungTai Kao 1
Can Sun 1
Ray Patterson 1
Ryan Zaczynski 1
Michael Mannino 1
Derek Nazareth 1
Richard Lai 1
Patrick Doreian 1
Jeffrey Jenkins 1
Judee Burgoon 1
Jing Jiang 1
Wei Wei 1
M Yeo 1
Patty Kostkova 1
Martin Szomszor 1
Kazuhiko Shinozawa 1
Ramesh Sharda 1
Jingjing Zhang 1
Ann Majchrzak 1
Salvatore March 1
James McCart 1
Keith Bisset 1
Patriya Tansuhaj 1
Olivia Sheng 1
Weithoo Yue 1
Dan Ke 1
Tarek Abdel-Hamid 1
Gregory Dawson 1
Thomas Wolf 1
Ivan Jureta 1
John Mylopoulos 1
Md Nekvi 1
Chun Ouyang 1
Jie Jiang 1
Binny Samuel 1
Masaki Samejima 1
Adarsh Kakar 1
Saeede Eftekhari 1
Ranjit Singh 1
Claudio Ciccio 1

Affiliation Paper Counts
Case Western Reserve University 1
Vienna University of Economics and Business Administration 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
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
Ithaca College 1
University of Wurzburg 1
Stanford 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 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
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
University of Bayreuth 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
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
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
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
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
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
Eindhoven University of Technology 2
Indian Institute of Management Calcutta 2
Netflix, Inc. 2
Rutgers University-Newark Campus 3
University of Illinois at Urbana-Champaign 3
Pennsylvania State University 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
Leonard N. Stern School of Business 3
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
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
Indian Institute of Technology, Kharagpur 6
University of South Florida Tampa 6
University of Texas at Austin 6
Georgia Institute of Technology 6
University of Alberta 6
Georgia State University 7
University of Zurich 7
University of Wisconsin Milwaukee 7
National Taiwan University 8
Queensland University of Technology 8
Virginia Tech 8
University of Texas at Dallas 9
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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