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Using machine learning-based binary classifiers for predicting organizational members’ user satisfaction with collaboration software
16 references·0 citing·59 second hopsampled
Using machine learning-based binary classifiers for predicting organizational members’ user satisfaction with collaboration software (2023)Using machine learning-based binary class…Predictive Analysis in Business Analytics: Application of Decision Tree in Business Decision Making (2021)Predictive Analysis in Busine…Predicting student satisfaction of emergency remote learning in higher education during COVID-19 using machine learning techniques (2021)Predicting student satisfacti…Managing Digital Transformation (2021)Managing Digital Transformati…Understanding the influence of environmental production practices on firm performance: a proactive versus reactive approach (2020)Understanding the influence o…Statistical and machine learning models in credit scoring: A systematic literature survey (2020)Statistical and machine learn…Knowledge sharing and technological innovation capabilities of Chinese software SMEs (2020)Knowledge sharing and technol…Does sociability quality of web-based collaborative learning information system influence students’ satisfaction and system usage? 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The challenges and opportunities of Social Media (2009)A case study of micro-blogging in the enterprise (2010)Factors influencing the use of social media by SMEs and its performance outcomes (2015)Social media adoption and its impact on firm performance: the case of the UAE (2018)Social commerce adoption using TOE framework: An empirical investigation of Saudi Arabian SMEs (2020)THE HUMAN SIDE OF ENTERPRISE (1985)Job Satisfaction: Application, Assessment, Causes, and Consequences (1997)Business-unit-level relationship between employee satisfaction, employee engagement, and business outcomes: A meta-analysis. (2002)Antecedents of employee job satisfaction: Do they matter? 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The role of organizational learning (2020)Determinants of radical and incremental innovation: the influence of transformational leadership, knowledge sharing and knowledge-centered culture (2021)Strategic orientation toward digitalization to improve innovation capability: why knowledge acquisition and exploitation through external embeddedness matter (2021)A neural network model for bankruptcy prediction (1990)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Machine learning models and bankruptcy prediction (2017)A new deep learning ensemble credit risk evaluation model with an improved synthetic minority oversampling technique (2020)Machine learning techniques for credit risk evaluation: a systematic literature review (2020)Artificial intelligence in customer-facing financial services: a systematic literature review and agenda for future research (2021)A Cognitive Model of the Antecedents and Consequences of Satisfaction Decisions (1980)A National Customer Satisfaction Barometer: The Swedish Experience (1992)The DeLone and McLean Model of Information Systems Success: A Ten-Year Update (2003)The Impact of the COVID-19 Pandemic on User Experience with Online Education Platforms in China (2020)COVID-19 and Higher Education: First-Year Students’ Expectations toward Distance Learning (2021)Procrastination predicts online self-regulated learning and online learning ineffectiveness during the coronavirus lockdown (2021)A Set of Principles for Conducting and Evaluating Interpretive Field Studies in Information Systems1 (1999)All in a Day'S Work: Boundaries and Micro Role Transitions (2000)Using thematic analysis in psychology (2006)Virtual Work Meetings During the COVID-19 Pandemic: The Good, Bad, and Ugly (2021)Digital technology driven knowledge sharing for job performance (2022)Creativity, Critical Thinking, Communication, and Collaboration: Assessment, Certification, and Promotion of 21st Century Skills for the Future of Work and Education (2023)Competitive advantage, creating and sustaining superior performance (1985)Competitive Advantage: Creating and Sustaining Superior Performance (1985)Business Model Generation : A Handbook for Visionaries, Game Changers, and Challengers (2010)Digital transformation as an interaction-driven perspective between business, society, and technology (2021)How do digital capabilities affect firm performance? The mediating role of technological capabilities in the “new normal” (2022)Research on the Relationship between Digital Transformation and Performance of SMEs (2022)The Measurement of Observer Agreement for Categorical Data (1977)Statistical Classification Methods in Consumer Credit Scoring: A Review (1997)Credit rating analysis with support vector machines and neural networks: a market comparative study (2003)Counterfactual Fairness (2017)On the Fintech Revolution: Interpreting the Forces of Innovation, Disruption, and Transformation in Financial Services (2018)Empirical Asset Pricing via Machine Learning (2020)Impacts of the COVID-19 Pandemic on Life of Higher Education Students: A Global Perspective (2020)Determining the attributes that influence students’ online learning satisfaction during COVID-19 pandemic (2021)A meta systematic review of artificial intelligence in higher education: a call for increased ethics, collaboration, and rigour (2024)The Difference between Emergency Remote Teaching and Online Learning (2024)Key factors influencing educational technology adoption in higher education: A systematic review (2025)
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References

  • 2020An affordance perspective of team collaboration and enforced working from home during COVID-19950 cited
  • 2010Consumer credit-risk models via machine-learning algorithms861 cited
  • 2020Analysis of User Satisfaction with Online Education Platforms in China during the COVID-19 Pandemic541 cited
  • 2020COVID-19 Pandemic: Shifting Digital Transformation to a High-Speed Gear507 cited
  • 2020Statistical and machine learning models in credit scoring: A systematic literature survey410 cited
  • 2012Identification of Variables Affecting Employee Satisfaction and Their Impact on the Organization277 cited
  • 2016Enterprise social networking: A knowledge management perspective234 cited
  • 2021Predicting student satisfaction of emergency remote learning in higher education during COVID-19 using machine learning techniques208 cited
  • 2020Knowledge sharing and technological innovation capabilities of Chinese software SMEs179 cited
  • 2013Adoption and Use of Social Media in Small and Medium-Sized Enterprises154 cited
  • 2020Does sociability quality of web-based collaborative learning information system influence students’ satisfaction and system usage?150 cited
  • 2020Understanding the influence of environmental production practices on firm performance: a proactive versus reactive approach106 cited
  • 2021Managing Digital Transformation79 cited
  • 2019

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The Effect of Work Environments on Productivity and Satisfaction of Software Engineers
76 cited
  • 2021Predictive Analysis in Business Analytics: Application of Decision Tree in Business Decision Making66 cited
  • 2014Jumpstarting the use of social technologies in your organization43 cited
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