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Found 64 articles
  • SOLVING THE DATA-DRIVEN NEWSVENDOR WITH ATTENTION TO TIME

    2023 | European Conference On Information Systems | Citations: 0

    Authors: Feddersen, Leif; Cleophas, Catherine

    Abstract: Inventory management systems support firms in planning for an uncertain future ... Expand

    Semantic filters: meta design

    Topics: human AI collaboration human computer interaction Python decision making accounting

    Methods: time series analysis longitudinal research artificial neural network feature engineering machine learning

    Theories: learning theory

  • Novel role-wise attention mechanism for predicting purchases made through chat-based online customer services

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    2023 | Decision Support Systems | Citations: 0

    Authors: Wang, Yajing; Chen, Gang; Xu, Yunjie (Calvin); Lu, Xianghua

    Abstract: Online chat has become a key channel for firms to provide pre-purchase customer ... Expand

    Semantic filters: meta design

    Topics: customer service social media online chat Python service-support information system

    Methods: machine learning BERT deep learning design artifact ablation analysis

  • Unlocking the Power of Voice for Financial Risk Prediction: A Theory-Driven Deep Learning Design Approach

    2023 | Management Information Systems Quarterly | Citations: 0

    Authors: Yang, Yi; Qin, Yu; Fan, Yangyang; Zhang, Zhongju

    Abstract: Unstructured multimedia data (text and audio) provides unprecedented opportunit ... Expand

    Semantic filters: meta design

    Topics: database system enterprise information system website accounting social media

    Methods: deep learning experiment meta design machine learning design artifact

    Theories: transaction cost economics communication theory

  • Exploring Future Personalization Opportunities in Technologies used by Older Adults with Mild to Moderate Dementia

    2023 | HICSS | Citations: 0

    Authors: Wood, Rachel; Dixon, Emma; Elsayed-Ali, Salma; Shokeen, Ekta; Lazar, Amanda; Lazar, Jonathan

    Abstract: Technologies for aging are a growing market. These technologies have significant ... Expand

    Semantic filters: meta design

    Topics: usability personalization information system use user experience Microsoft Windows

    Methods: design science usability testing personal interview experiment cognitive walkthrough

    Theories: cognitive load theory

  • Assessing and Enhancing Adversarial Robustness of Predictive Analytics: An Empirically Tested Design Framework

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    2022 | Journal of Management Information Systems | Citations: 4

    Authors: Li, Weifeng; Chai, Yidong

    Abstract: As predictive analytics increasingly applies supervised machine learning (SML) m ... Expand

    Semantic filters: meta design

    Topics: email spam electronic mail artificial intelligence decision making risk management

    Methods: machine learning ensemble learning experiment computational algorithm meta design

    Theories: technology threat avoidance theory

  • System Design Principles for Intergenerational Knowledge Sharing

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    2022 | DESRIST | Citations: 0

    Authors: Nurhas, Irawan; Mattick, Xelia; Geisler, Stefan; Pawlowski, Jan

    Abstract: Up to four generations are potentially involved in education and workspaces. Thi ... Expand

    Semantic filters: meta design

    Topics: knowledge sharing innovation management usability systems design video conference

    Methods: design artifact design requirement design science meta design design principle

  • Designing the Metaverse

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    2022 | HICSS | Citations: 11

    Authors: Seidel, Stefan; Berente, Nicholas; Nickerson, Jeffrey; Yepes, Gregory

    Abstract: The Metaverse, a term coined in science fiction, is now being discussed seriousl ... Expand

    Semantic filters: meta design

    Topics: virtual reality digital ecosystem virtual world user experience video game

    Methods: meta design theory development simulation

    Theories: theory of affordance

  • Firm Profiling and Competition Assessment via Heterogeneous Occupation Network

    2022 | International Conference on Information Systems | Citations: 0

    Authors: Zhong, Hao; Liu, Chuanren

    Abstract: Extensive efforts have been made by both academics and practitioners to underst ... Expand

    Semantic filters: meta design

    Topics: human resource management LinkedIn database system computer software information retrieval

    Methods: design artifact machine learning experiment kernel theory design science

  • Citizen Involvement in Service Co-creation in Urban Living Labs

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    2021 | HICSS | Citations: 0

    Authors: Akasaka, Fumiya; Nakatani, Momoko

    Abstract: Urban Living Lab (ULL) is a living lab in which citizens and companies collabora ... Expand

    Semantic filters: meta design

    Topics: participatory design communication service infrastructure smartphone systems development electronic mail

    Methods: survey design methodology case study design process meta design

  • Guidance for Cloud Service Selection: Evaluation of a Cloud Broker Platform

    2021 | European Conference On Information Systems | Citations: 0

    Authors: Hentschel, Raoul; Richter, Alexander; Strahringer, Susanne

    Abstract: Cloud brokers are intermediaries supporting the evaluation, selection, and impl ... Expand

    Semantic filters: meta design

    Topics: cloud computing digital platform decision making cloud storage software as a service

    Methods: qualitative interview design artifact design science personal interview computational algorithm

    Theories: information systems theory