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Found 432 articles
  • On Predicting ESG Ratings Using Dynamic Company Networks

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

    Authors: Ang, Gary; Guo, Zhiling; Lim, Ee-Peng

    Abstract: Environmental, social and governance (ESG) considerations play an increasingly i ... Expand

    Semantic filters: mean squared error

    Topics: shapley additive explanation knowledge graph database system missing data network effect

    Methods: machine learning econometric modeling longitudinal research Granger causality robustness check

  • TEA-IS: A hybrid DEA-TOPSIS approach for assessing performance and synergy in Chinese health care

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    2023 | Decision Support Systems | Citations: 0

    Authors: Antunes, Jorge; Hadi-Vencheh, Abdollah; Jamshidi, Ali; Tan, Yong; Wanke, Peter

    Abstract: This paper presents an assessment of the Chinese healthcare system in 31 provinc ... Expand

    Semantic filters: mean squared error

    Topics: health information system IT productivity human resource management service quality productivity

    Methods: TOPSIS trade-off analysis method machine learning artificial neural network literature study

  • Selecting the Optimal Number of Crowd Workers for Forecasting Tasks

    2023 | Americas Conference on Information Systems | Citations: 0

    Authors: Carvalho, Arthur; Karimi, Majid

    Abstract: Crowdsourcing platforms enable requesters to elicit information from thousands ... Expand

    Semantic filters: mean squared error

    Topics: crowdsourcing decision support system

    Methods: computational algorithm post analysis optimization model experiment mathematical model

  • The double-edged effects of data privacy practices on customer responses

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    2023 | International Journal of Information Management | Citations: 0

    Authors: Chen, Shijiao (Joseph); Tran, Khai Trieu; Xia, Zhenhua (Raymond); Waseem, Donia; Zhang, Jing A.; Potdar, Balkrushna

    Abstract: Requesting personal information in frontline service encounters raises privacy c ... Expand

    Semantic filters: mean squared error

    Topics: privacy information privacy concern pandemic unintended consequence behavioral intention

    Methods: qualitative interview survey conceptual modelling statistical hypothesis test structural equation modeling

  • When Less Is More: How Statistical Discrimination Can Decrease Predictive Accuracy

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    2023 | Organization Science | Citations: 0

    Authors: Csaszar, Felipe A.; Jue-Rajasingh, Diana; Jensen, Michael

    Abstract: Discrimination is a pervasive aspect of modern society and human relations. Stat ... Expand

    Semantic filters: mean squared error

    Topics: productivity individual productivity decision making environmental uncertainty accounting

    Methods: machine learning descriptive statistic theoretical contribution survey

    Theories: organizational theory

  • Predictive Validation of Interaction Terms in PLS-SEM

    2023 | International Conference on Information Systems | Citations: 0

    Authors: Danks, Nicholas; Ray, Soumya

    Abstract: ... Expand

    Semantic filters: mean squared error

    Methods: partial least squares path modeling simulation structural equation modeling descriptive statistic statistical hypothesis test

  • The Impact of Social Reputation Features in Innovation Tournaments: Evidence from a Natural Experiment

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    2023 | Information Systems Research | Citations: 0

    Authors: Deodhar, Swanand J.; Gupta, Samrat

    Abstract: This study examines how a change in an online reputation system, specifically th ... Expand

    Semantic filters: mean squared error

    Topics: innovation management online reputation system word of mouth accounting blog

    Methods: natural experiment robustness check statistical hypothesis test descriptive statistic computational algorithm

  • Incorporating Multiple Knowledge Sources for Targeted Aspect-based Financial Sentiment Analysis

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

    Authors: Du, Kelvin; Xing, Frank; Cambria, Erik

    Abstract: Combining symbolic and subsymbolic methods has become a promising strategy as re ... Expand

    Semantic filters: mean squared error

    Topics: microblog domain-specific language Twitter social media knowledge graph

    Methods: sentiment analysis RoBERTa transformer model BERT XLNet

  • 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 squared error

    Topics: electronic commerce website explainable artificial intelligence social capital

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

  • A Comparison of Methods for Treatment Assignment with an Application to Playlist Generation

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    2023 | Information Systems Research | Citations: 0

    Authors: Fernández-Loría, Carlos; Provost, Foster; Anderton, Jesse; Carterette, Benjamin; Chandar, Praveen

    Abstract: This study presents a systematic comparison of methods for individual treatment ... Expand

    Semantic filters: mean squared error

    Topics: decision making digital service music streaming service Spotify marketing management

    Methods: meta learning computational algorithm machine learning experiment decision tree classification