2022 | Decision Support Systems | Citations: 0
Authors: Vamosi, Stefan; Reutterer, Thomas; Platzer, Michael
Abstract: The evolving digital economy entails multifaceted behavioral tracking data such ... Expand
Semantic filters: sequence mining
Topics: user behavior internet technology open source computer hardware fraud detection
Methods: cluster analysis artificial neural network computational algorithm experiment term frequency–inverse document frequency
2022 | Journal of the Association for Information Systems | Citations: 6
Authors: Zhang, Zhewei; Lee, Habin; Yoo, Youngjin; Choi, Youngseok
Abstract: We develop a methodological framework to develop process theories on routines b ... Expand
Semantic filters: sequence mining
Topics: Wikipedia online community knowledge representation computer supported cooperative work information technology infrastructure
Methods: digital trace data cluster analysis hierarchical clustering computational algorithm theory development
2021 | Decision Support Systems | Citations: 1
Authors: De Smedt, Johannes; Lacka, Ewelina; Nita, Spyro; Kohls, Hans-Helmut; Paton, Ross
Abstract: The nature of people’s web navigation has significantly changed in recent years. ... Expand
Semantic filters: sequence mining
Topics: web page electronic commerce privacy marketing management decision making
Methods: machine learning computational algorithm random forest classification sequence mining experiment
2021 | International Journal of Information Management | Citations: 0
Authors: Deng, Tianjie; Robinson, William N.
Abstract: Research into the role of routine change has been conducted in relatively stable ... Expand
Semantic filters: sequence mining
Topics: open source organizational productivity digital dashboard project productivity organizational context
Methods: sequence mining descriptive statistic machine learning longitudinal research ordinary least square
Theories: dynamic capabilities theory
2018 | European Conference On Information Systems | Citations: 0
Authors: Palvölgyi, Elisabeth Z
Abstract: Detecting typical patterns in customer processes is the precondition for gaining ... Expand
Semantic filters: sequence mining
Topics: process mining email spam information storage and retrieval system business process management
Methods: computational algorithm sequence mining cluster analysis design science descriptive statistic
Theories: dominant logic
2017 | HICSS | Citations: 0
Authors: Egger, Marc; Schoder, Detlef
Abstract: To avoid missing technological opportunities and to counteract risks, organizati ... Expand
Semantic filters: sequence mining
Topics: autonomous driving system innovation management consumer behavior web search engine Google+
Methods: survey sentiment analysis support vector machine natural language processing supervised learning
2016 | International Conference on Information Systems | Citations: 0
Authors: Li, Xinyu; Yoo, Youngjin; Zhang, Zhewei
Abstract: Open source software communities are fluid form of organizing where the constitu ... Expand
Semantic filters: sequence mining
Topics: JavaScript programming language open source online community open source community
Methods: cluster analysis digital trace data sequence mining descriptive statistic hierarchical clustering
2013 | Decision Support Systems | Citations: 3
Authors: Chen, Yen-Liang; Cheng, Li-Chen; Huang, Po-Hsiang
Abstract: The group ranking problem consists of constructing coherent aggregated results f ... Expand
Semantic filters: sequence mining
Topics: database system
Methods: computational algorithm experiment case study literature study sequence mining
2013 | Information Systems Frontiers | Citations: 0
Authors: Panigrahi, Suvasini; Sural, Shamik; Majumdar, Arun K.
Abstract: Insider threats have gained prominence and pose the most challenging threats to ... Expand
Semantic filters: sequence mining
Topics: database system intrusion detection system information system use online learning system structured query language
Methods: experiment simulation anomaly detection machine learning Markov chain Monte Carlo
Theories: Dempster-Shafer theory theory of information warfare
2013 | Decision Support Systems | Citations: 1
Authors: Tang, Heng; Liao, Stephen Shaoyi; Sun, Sherry Xiaoyun
Abstract: Personalized marketing via mobile devices, also known as Mobile Personalized Mar ... Expand
Semantic filters: sequence mining
Topics: database system mobile system web page mobile phone
Methods: computational algorithm experiment association rule learning simulation machine learning