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Found 226 articles
  • Fast Generation of Heterogeneous Mental Models from Longitudinal Data by Combining Genetic Algorithms and Fuzzy Cognitive Maps

    2023 | HICSS | Citations: 0

    Authors: Bernard, D.; Cussat-Blanc, S.; Giabbanelli, P.

    Abstract: Models that capture the heterogeneous perspectives of individuals are essential ... Expand

    Semantic filters: mean absolute error

    Topics: Python

    Methods: computational algorithm case study simulation longitudinal research descriptive statistic

  • Factors that Affect Consumer-to-Consumer Sales: An Inductive Predictive Analytics Approach

    2023 | Americas Conference on Information Systems | Citations: 0

    Authors: El Arabaty, Ashraf; Okoli, Chitu

    Abstract: This study investigates factors affecting consumer-to-consumer (C2C) sales perf ... Expand

    Semantic filters: mean absolute error

    Topics: electronic commerce website explainable artificial intelligence social capital

    Methods: machine learning linear regression analysis literature study random forest classification decision tree classification

  • Rejoinder to Comments on Recent Developments in PLS

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    2023 | Communications of the Association for Information Systems | Citations: 0

    Authors: Evermann, Jöerg; Rönkkö, Mikko

    Abstract: When we were first invited to write an essay on the use of PLS for CAIS, we wan ... Expand

    Semantic filters: mean absolute error

    Topics: spreadsheet marketing management Pandora website digital service

    Methods: partial least squares regression structural equation modeling simulation consistent partial least squares path modeling PLS tool

    Theories: unified theory of acceptance and use of technology

  • Near-Infrared Spectroscopy for Bladder Monitoring: A Machine Learning Approach

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    2023 | ACM Transactions on Management Information Systems | Citations: 0

    Authors: Fechner, Pascal; König, Fabian; Kratsch, Wolfgang; Lockl, Jannik; Röglinger, Maximilian

    Abstract: Patients living with neurogenic bladder dysfunction can lose the sensation of th ... Expand

    Semantic filters: mean absolute error

    Topics: computer hardware open source mobile application user interface programming language

    Methods: design artifact qualitative interview design process support vector machine computational algorithm

  • Addressing Learners' Heterogeneity in Higher Education: An Explainable AI-based Feedback Artifact for Digital Learning Environments

    2023 | International Conference on Business Informatics | Citations: 0

    Authors: Haag, Felix; Günther, Sebastian A.; Hopf, Konstantin; Handschuh, Philipp; Klose, Maria; Staake, Thorsten

    Abstract: ... Expand

    Semantic filters: mean absolute error

    Topics: explainable artificial intelligence online learning system analytical information system project management IT project management

    Methods: design science survey design principle design artifact two sample t-test with equal variance

  • A Collective Opinion Mechanism for Crowdfunding Recommendation

    2023 | Americas Conference on Information Systems | Citations: 0

    Authors: Jin, Bih-Huang; Li, Yung-Ming; Kamolporn, Sanamlao

    Abstract: ... Expand

    Semantic filters: mean absolute error

    Topics: crowdsourcing crowdfunding Twitter social network Python

    Methods: sentiment analysis experiment topic model logistic regression parametric test

  • Diffusion of real versus misinformation during a crisis event: A big data-driven approach

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    2023 | International Journal of Information Management | Citations: 0

    Authors: King, Kelvin K.; Wang, Bin

    Abstract: Misinformation has captured the interest of academia in recent years with severa ... Expand

    Semantic filters: mean absolute error

    Topics: Twitter misinformation social media hurricane big data

    Methods: machine learning computational algorithm natural language processing decision tree classification gradient boosting

  • Tackling the Accuracy-Interpretability Trade-off: Interpretable Deep Learning Models for Satellite Image-based Real Estate Appraisal

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    2023 | ACM Transactions on Management Information Systems | Citations: 0

    Authors: Kucklick, Jan-Peter; Müller, Oliver

    Abstract: Deep learning models fuel many modern decision support systems, because they typ ... Expand

    Semantic filters: mean absolute error

    Topics: Bing explainable artificial intelligence shapley additive explanation video conference price management

    Methods: principal component analysis data transformation experiment artificial neural network regression analysis method

    Theories: game theory

  • Between Attention and Portfolio Adjustment: Insights from Machine Learning-based Risk Preference Assessment

    2023 | International Conference on Information Systems | Citations: 0

    Authors: Li, Xin; Rai, Arun; Song, Qingping; Xu, Sean Xin

    Abstract: Financial firms recommend products to customers, intending to gain their attent ... Expand

    Semantic filters: mean absolute error

    Topics: decision making analytical information system electronic finance web page online banking

    Methods: field experiment experimental group machine learning XGBoost digital trace data

  • A two-stage prediction model based on behavior mining in livestream e-commerce

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    2023 | Decision Support Systems | Citations: 0

    Authors: Lin, Qinping; Jia, Ning; Chen, Liao; Zhong, Shiquan; Yang, Yuance; Gao, Tong

    Abstract: Livestream e-commerce has been developing at a tremendous pace in recent years. ... Expand

    Semantic filters: mean absolute error

    Topics: electronic commerce advertising management user behavior marketing management personality

    Methods: experiment deep learning time series analysis longitudinal research convolutional neural network

    Theories: management theory