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Found 11 articles
  • A deep recurrent neural network approach to learn sequence similarities for user-identification

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    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

  • Theorizing Routines with Computational Sequence Analysis: A Critical Realism Framework

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    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

  • Session stitching using sequence fingerprinting for web page visits

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    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

  • Changes in emergent software development routines: The moderation effects of routine diversity

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    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

  • Detecting Structure In Chaos: A Customer Process Analysis Method

    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

  • Consumer-Oriented Tech Mining: Integrating the Consumer Perspective into Organizational Technology Intelligence - The Case of Autonomous Driving

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    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

  • Searching for “Stability” in Fluidity: A Routine-based View of Open Source Software Development Process

    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

  • Mining consensus preference graphs from users' ranking data

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    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

  • Two-stage database intrusion detection by combining multiple evidence and belief update

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    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

  • A prediction framework based on contextual data to support Mobile Personalized Marketing

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    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