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Found 41 articles
  • Economic Impacts of Platform-Endorsed Quality Certification: Evidence from Airbnb

    2023 | Management Information Systems Quarterly | Citations: 0

    Authors: Dewan, Sanjeev; Kim, Jooho; Nian, Tingting

    Abstract: We contribute to the emerging literature on quality certification by digital pl ... Expand

    Semantic filters: ImageNet

    Topics: Airbnb website sharing platform peer-to-peer model Google+

    Methods: experimental group experiment propensity score method product review robustness check

  • A Vietnamese Handwritten Text Recognition Pipeline for Tetanus Medical Records

    2023 | International Conference on Information Systems | Citations: 0

    Authors: Dinh, Minh; Le, Mau Toan; Bui, Triet; Mai, Minh; Tran, Long; Nguyen, Nhan; Vo, Tan Hoang

    Abstract: Machine learning techniques are successful for optical character recognition ta ... Expand

    Semantic filters: ImageNet

    Topics: healthcare data digital transformation database system mobile system data security

    Methods: experiment image processing deep learning computational algorithm machine learning

  • Exploring Personality-based Heterogeneity in Metaknowledge and Human-AI Collaboration

    2023 | International Conference on Information Systems | Citations: 0

    Authors: Gass, Daniel F

    Abstract: While artificial intelligence (AI) has great potential to transform how we work ... Expand

    Semantic filters: ImageNet

    Topics: artificial intelligence personality computer supported cooperative work database system human computer interaction

    Methods: experimental group experiment survey linear regression analysis descriptive statistic

    Theories: big five model

  • When Images Backfire: The Effect of Customer-Generated Images on Product Rating Dynamics

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    2023 | Information Systems Research | Citations: 0

    Authors: Guan, Yue; Tan, Yong; Wei, Qiang; Chen, Guoqing

    Abstract: Customer-generated images (CGIs) on e-commerce platforms have been widely adopte ... Expand

    Semantic filters: ImageNet

    Topics: online review experience good electronic commerce data breach digital good

    Methods: experiment experimental group laboratory experiment computational algorithm product review

  • ‘I could eat a horse’: The Impact of Hyperbole on Product Sales on Short Video Platforms

    2023 | International Conference on Information Systems | Citations: 0

    Authors: Han, Yutong; Yin, Bowen; Ren, Fei; Gu, Bin

    Abstract: ... Expand

    Semantic filters: ImageNet

    Topics: advertising management marketing management consumer behavior decision making Douyin

    Methods: regression analysis method computational algorithm descriptive statistic natural language processing ImageNet

  • How Best to Hunt a Mammoth - Toward Automated Knowledge Extraction From Graphical Research Models

    2023 | International Conference on Business Informatics | Citations: 0

    Authors: Huettemann, Sebastian; Mueller, Roland M.; Larsen, Kai R.; Dinter, Barbara; Chiny, Joshua Campos

    Abstract: ... Expand

    Semantic filters: ImageNet

    Topics: knowledge repository database system knowledge base application programming interface Python

    Methods: design science metamodel computational algorithm machine learning literature study

  • Improving the Efficiency of Human-in-the-Loop Systems: Adding Artificial to Human Experts

    2023 | International Conference on Business Informatics | Citations: 0

    Authors: Jakubik, Johannes; Weber, Daniel; Hemmer, Patrick; Vössing, Michael; Satzger, Gerhard

    Abstract: Information systems increasingly leverage artificial intelligence (AI) and mach ... Expand

    Semantic filters: ImageNet

    Topics: human computer interaction team productivity human AI collaboration Google+ artificial intelligence

    Methods: experiment machine learning sensitivity analysis ImageNet literature study

  • LiMS-Net: A Lightweight Multi-Scale CNN for COVID-19 Detection from Chest CT Scans

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

    Authors: Joshi, Amogh Manoj; Nayak, Deepak Ranjan; Das, Dibyasundar; Zhang, Yudong

    Abstract: Recent years have witnessed a rise in employing deep learning methods, especiall ... Expand

    Semantic filters: ImageNet

    Topics: covid 19

    Methods: computed tomography ImageNet ablation analysis experiment machine learning

  • Visualizing Convolutional Neural Network Models’ Sensitivity to Nonnatural Data Order

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    2023 | Information Systems Frontiers | Citations: 0

    Authors: Klepetko, Randy; Krishnan, Ram

    Abstract: Convolutional neural networks (CNN) have revolutionized image recognition techno ... Expand

    Semantic filters: ImageNet

    Topics: malware mobile system cloud computing infrastructure as a service

    Methods: experiment descriptive statistic machine learning computational algorithm Keras

  • Utilizing the omnipresent: Incorporating digital documents into predictive process monitoring using deep neural networks

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    2023 | Decision Support Systems | Citations: 0

    Authors: Levich, Sergej; Lutz, Bernhard; Neumann, Dirk

    Abstract: Predictive process monitoring (PPM) allows companies to improve the efficiency o ... Expand

    Semantic filters: ImageNet

    Topics: shapley additive explanation business process management artificial intelligence explainable artificial intelligence

    Methods: BERT machine learning descriptive statistic artificial neural network business process modeling