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ACM Transactions on

Management Information Systems (TMIS)

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Discovering Finance Keywords via Continuous-Space Language Models

The growing amount of public financial data makes it increasingly important to learn how to discover valuable information for financial decision... (more)

Are Stakeholders the Only Source of Information for Requirements Engineers? Toward a Taxonomy of Elicitation Information Sources

Requirements elicitation consists in collecting and documenting information about the requirements... (more)

Resource Management for Business Process Scheduling in the Presence of Availability Constraints

In the context of business process management, the resources required by business processes, such as... (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.

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Forthcoming Articles
On Optimal Employee Assignment in Constrained Role Based Access Control Systems

Since any organizational environment is typically resource constrained, especially in terms of human capital, organization managers would like to maximize the utilization of available human resources. However, tasks cannot simply be assigned to arbitrary employees since the employee needs to have the necessary capabilities for executing a task. Furthermore, security policies constrain the assignment of tasks to employees, especially given the other tasks assigned to the same employee. Since role based access control (RBAC) is the most commonly used access control model for commercial information systems, we limit our attention to consider constraints in RBAC. In this paper, we define the Employee Assignment Problem (EAP) which aims to identify an employee to role assignment such that it permits the maximal flexibility in assigning tasks to employees, while ensuring that the required security constraints are met. We prove that finding an optimal solution is NP-complete and therefore provide a greedy solution. Experimental evaluation of the proposed approach shows that it is both efficient as well as effective.

A Double-Layer Neural Network Framework for High-Frequency Forecasting

Nowadays, machine trading contributes significantly to activities in the equity market, and forecasting market movement under high-frequency scenario has become an important topic in finance. A key challenge in high-frequency market forecasting is modeling the structure dependence among stocks and business sectors, regarding to their high dimensionality and the requirement of computational efficiency. As a group of powerful models, neural networks (NNs) have been used to capture the complex structure in many studies, however, most existing applications of NNs only focus on forecasting with daily or monthly data, not with minute-level data that usually contains more noises. In this paper, we propose a novel double-layer neural (DNN) network for high-frequency forecasting, with links specially designed to capture dependence patterns among stocks within different business sectors. Various important technical indicators are included in different layers of the DNN framework, based on their characteristics. Our model framework allows update over time to achieve the best goodness-of-fit. The model performance is tested on 100 stocks, which are ones with the largest capitals from the S&P 500. The results show that the proposed framework outperforms benchmark methods in terms of the prediction accuracy and returns. Our method will help in financial analysis and trading strategy designs.

Are Sponsored Links Effective? Investigating the Impact of Trust in Search Engine Advertising

As information on the Internet grows exponentially, online users primarily rely on search engines (SEs) to locate e-commerce sites for online shopping. To generate revenue while providing free service to users, SE companies offer sponsored link (SL) placements to e-commerce sites that want to appear in the first SE results page. However, the lack of users trust in SE advertising indicates that SEs should utilize strategies to project trustworthiness on this mechanism. Despite these insights, the role of users trust in the operation of SE advertising is still an unexplored territory. To address this issue, a theoretical model was synthesized from the social psychology literature, the marketing literature, and the trust literature to investigate the factors that may pose impacts on the effectiveness of SE advertising by influencing users perception of both cognitive and emotional trust. A laboratory experiment was conducted. The findings document the importance of incorporating emotional components of trust in the study of online communication by showing that emotional dimension of trust is different from and complementary to cognitive trust in facilitating online communication. The findings also provide valuable implications for practitioners to design and provide more effective SLs that can benefit all parties involved.

Bibliometrics

Publication Years 2010-2016
Publication Count 122
Citation Count 278
Available for Download 122
Downloads (6 weeks) 3077
Downloads (12 Months) 29989
Downloads (cumulative) 97079
Average downloads per article 796
Average citations per article 2
First Name Last Name Award

First Name Last Name Paper Counts
Hsinchun Chen 6
Sudha Ram 3
Jay NUNAMAKER, 3
Paulo Góes 3
Ram Gopal 3
Shinghan Li 2
Lan Cao 2
Chengfei Liu 2
Suranjan Chakraborty 2
Gerhard Schwabe 2
Daniel Zeng 2
Sulin Ba 2
Ram Ramesh 2
Annaye Du 2
Xianghua Lu 2
Andrew Whinston 2
Alan Hevner 2
Balasubramaniam Ramesh 2
Sira Yongchareon 2
Paul Hu 2
Atreyi Kankanhalli 2
Juliana Sutanto 2
James Marsden 2
Yingping Chuang 2
David Yen 2
Zan Huang 2
Xiaohui Zhao 2
Raj Sharman 2
Zhu Zhang 2
Tuananh Hoang 1
Cheng Lee 1
Christopher Yang 1
Donald Berndt 1
Dezon Finch 1
Carl Gunter 1
He Zhang 1
Sanjay Mehotra 1
Michita Imai 1
Kivilcim Dogerlioglu-Demir 1
K Basoglu 1
Robert Briggs 1
Raymond Lau 1
T Raghu 1
Nan Xiao 1
Weiguo Fan 1
Johnleslie King 1
Carl Simon 1
Jonathan Karnon 1
Chelliah Sriskandarajah 1
Martha Russell 1
Xue Bai 1
Hemant Jain 1
Carlos Gomez-Uribe 1
Chenhui Guo 1
Andrew Thomas 1
Sudip Bhattacharjee 1
Xiaolong Zheng 1
MaoWei Hung 1
Shuhsing Li 1
Roger Chiang 1
Edward Stohr 1
Huimin Zhao 1
Dan Zhu 1
Dongmei Liu 1
Xiaohui Liu 1
Bradley Malin 1
Naphtali Rishe 1
Rajesh Mirani 1
Christopherchuen Yang 1
Masato Sakata 1
George Mathew 1
Zoran Obradović 1
Mark Fuller 1
Yubo Chen 1
ChunPo Yin 1
Kaiquan Xu 1
Jörg Mayer 1
Hina Arora 1
Arie Croitoru 1
Michael Chau 1
Ming Fan 1
Richard Watson 1
Christoph Rosenkranz 1
Radhika Jain 1
Yang Chen 1
Massimo Mecella 1
Rahul Basole 1
Jukka Huhtamäki 1
Tanmay Bhowmik 1
Arun Majumdar 1
Corentin Burnay 1
Mingfeng Tsai 1
Zhiming Ding 1
Mohammad Masud, 1
Tahseen Al-Khateeb 1
Alexander Tuzhilin 1
Rohit Valecha 1
Agam Gupta 1
Xia Zhao 1
Frank Vahid 1
Gordon Davis 1
Erfan Najmi 1
Brahim Medjahed 1
Guoqing Chen 1
Bin Zhang 1
Sanjukta Das 1
Tszwai Lui 1
D McKnight 1
Jianwen Su 1
T Gill 1
Douglas Derrick 1
Zhu Zhang 1
Jing Peng 1
Salah Bouktif 1
Yifei Ma 1
Zenyu Quan 1
Connie St. Louis 1
Robert Lusch 1
Zidong Wang 1
Julie Eatock 1
Christine Lisetti 1
Sophia Ananiadou 1
Suprateek Sarker 1
Ali Syed 1
Arvind Malhotra 1
Yunqing Xia 1
Jingguo Wang 1
Noyan Ilk 1
Zhiyuan Chen 1
Fengyang Kuo 1
Gerald Kane 1
Debabrata Dey 1
Gang Peng 1
Neil Ernst 1
Alex Borgida 1
Julia Klier 1
Stephenshaoyi Liao 1
Huaiqing Wang 1
Huib Aldewereld 1
Ma Jian 1
Sherryxiaoyun Sun 1
Neil Rubens 1
Wentao Wang 1
Marek Kowalkiewicz 1
Jaideep Vaidya 1
Vijayalakshmi Atluri 1
Jan Stallaert 1
H Rao 1
Ling Xue 1
Khayyam Hashmi 1
Fang Fang 1
Ramesh Sankaranarayanan 1
Jian Yang 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
Joyce Ho 1
Chihfong Tsai 1
Ling Jiang 1
Suruchi Deodhar 1
Jiangzhuo Chen 1
Zongcyuan Zhang 1
Meitai Chu 1
Arash Akhlaghi 1
Reza Amini 1
Narges Kasiri 1
William Robinson 1
Xin Li 1
Balaji Padmanabhan 1
Crystal Shi 1
Ajay Vinzé 1
Yuefeng Li 1
Gang Wang 1
Josh Dehlinger 1
Nazim Madhavji 1
Martina Beer 1
Andrew Partington 1
Jiaqi Yan 1
Doug Vogel 1
Kewei Huang 1
Devipsita Bhattacharya 1
Kevin Hamlen 1
Shambhu Upadhyaya 1
Zhongju Zhang 1
Zaki Malik 1
Rajiv Krishnamurthy 1
Nargis Pervin 1
Eepeng Lim 1
Yutian Sun 1
Hasan Cavusoglu 1
Ling Liu 1
Palakorn Achananuparp 1
EePeng Lim 1
Akhil Kumar 1
Inu Matter 1
Raymond Patterson 1
Joydeep Ghosh 1
Yucheng Kao 1
Sally McClean 1
Rumiko Matsuoka 1
Mark Mulder 1
Tianjie Deng 1
Fred Niederman 1
Ofer Arazy 1
Hejamadi Rao 1
Aryya Gangopadhyay 1
Gunes Koru 1
Matthias Jarke 1
Jiexun Li 1
Moe Wynn 1
Thushari Silva 1
Bernard Yian Tan 1
Kaisa Still 1
Zhuolun Li 1
Chuanju Wang 1
MingChih Lin 1
Anthony Lee 1
Jing Peng 1
Jae Choi 1
Yenhsien Lee 1
Chingyi Tu 1
Stuart Madnick 1
Kutsal Dogan 1
Kaushik Dutta 1
Anindya Datta 1
Gabriele Piccoli 1
Jun Liu 1
Michelle Carter 1
Thomas Meservy 1
Jiming Wu 1
Ahmed Abbasi 1
Nan Hu 1
Zhe Shan 1
Thomas Ngo-Ye 1
Erik Rolland 1
Haodong Yang 1
Seymour Goodman 1
David Zimbra 1
Stephen Luther 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
Yu Fu 1
Kalle Lyytinen 1
Elgar Fleisch 1
Gilbert Fridgen 1
Suriadi Suriadi 1
Thorben Keller 1
Daning Hu 1
Sumit Sarkar 1
Jiajie Xu 1
Arindam Roy 1
Shamik Sural 1
Jing Gao 1
Niam Yaraghi 1
Uttam Sarkar 1
Azmat Ullah 1
Alex Edgcomb 1
Amal Alhosban 1
Suresh Radhakrishnan 1
Christos Liaskos 1
David Krackhardt 1
Matthias Uhl 1
Jason Thatcher 1
Paul Clay 1
Levent Orman 1
Hsinmin Lu 1
Chenkai Ni 1
Madhav Marathe 1
Rajiv Khosla 1
Ugan Yasavur 1
Anju Harpalani 1
Gondy Leroy 1
Zeynep Yücel 1
Michiko Furutani 1
Gediminas Adomavicius 1
Joseph Valacich 1
Huaxia Rui 1
Michael Cuenco 1
Alan Abrahams 1
Harryjiannan Wang 1
Kannan Mohan 1
FréDéRic Thiesse 1
Virginia Dignum 1
Yaohua Tan 1
Xitong Guo 1
Hyunwoo Park 1
Gang Wang 1
Prachi Singhania 1
RungTai Kao 1
Derek Nazareth 1
Richard Lai 1
Dan Ke 1
Patrick Doreian 1
Judee Burgoon 1
Jeffrey Jenkins 1
Jing Jiang 1
Wei Wei 1
Atish Sinha 1
M Yeo 1
Keith Bisset 1
Patty Kostkova 1
Martin Szomszor 1
James Mccart 1
Kazuhiko Shinozawa 1
Ramesh Sharda 1
Patriya Tansuhaj 1
Jingjing Zhang 1
Ann Majchrzak 1
Salvatore March 1
Weithoo Yue 1
Tarek Abdel-Hamid 1
Gregory Dawson 1
Ivan Jureta 1
John Mylopoulos 1
Md Nekvi 1
Thomas Wolf 1
Chun Ouyang 1
Claudio Ciccio 1
Jie Jiang 1
Dengpan Liu 1
William Ross 1
Nan Niu 1
Wasim Sadiq 1
Pochuan Chien 1
Bhavani Thuraisingham 1
Latifur Khan 1
Jiawei Han 1
Kuotay Chen 1
Bernard Tan 1
Susanne Schmidt-Rauch 1
Biswatosh Saha 1
Paul Gray 1
Ralph Sprague 1
Varghese Jacob 1
Neil Hunt 1
Ageliki Tsioliaridou 1
Debra Vandermeer 1
Ramayya Krishnan 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 Texas at Arlington 1
University of Manchester 1
Claremont Graduate University 1
Youngstown State University 1
University of Pennsylvania 1
University of Michigan-Dearborn 1
The University of Hong Kong 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
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 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
Foundation for Research and Technology-Hellas 1
University of Houston-Clear Lake 1
Macquarie 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 1
National Chengchi University 1
Northwest Missouri State University 1
Stevens Institute of Technology 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
Eindhoven University of Technology 1
Naval Postgraduate School 1
California State University 1
Nanjing University 1
VTT Technical Research Centre of Finland 1
Advanced Semiconductor Engineering, Inc. 1
Ozyegin University 1
KOF Swiss Economic Institute 1
South University of Science and Technology of China 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 British Columbia 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
University of Utah 2
Tokyo Women's Medical University 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
Indian Institute of Management Calcutta 2
Netflix, Inc. 2
University of Illinois at Urbana-Champaign 3
Pennsylvania State University 3
Arizona State University 3
Towson University 3
Indian Institute of Technology, Kharagpur 3
Northwestern University 3
Wayne State University 3
Fudan University 3
VA Medical Center 3
Georgia Institute of Technology 3
University of Delaware 3
University of Cincinnati 3
Carnegie Mellon University 3
Temple University 3
Rutgers, The State University of New Jersey 3
University of Alberta 3
Delft University of Technology 4
La Trobe University 4
Tatung University 4
Queensland University of Technology 4
Drexel University 4
Chinese Academy of Sciences 4
University of Wisconsin Milwaukee 4
Brunel University 4
University of Maryland, Baltimore County 4
University of South Florida Tampa 5
Florida International University 5
Singapore Management University 5
University of St. Gallen 5
University of Texas at Austin 6
Georgia State University 7
University of Zurich 7
National Taiwan University 8
Virginia Tech 8
University of Texas at Dallas 9
City University of Hong Kong 11
National University of Singapore 11
University at Buffalo, State University of New York 12
University of Connecticut 14
University of Arizona 28
 
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