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Found 14 articles
  • Benchmarking the Robustness of Phishing Email Detection Systems

    2023 | Americas Conference on Information Systems | Citations: 0

    Authors: Ampel, Benjamin; Gao, Yang; Hu, James; Samtani, Sagar; Chen, Hsinchun

    Abstract: Social engineering attacks are currently the most cited cybersecurity threat to ... Expand

    Semantic filters: pre-trained language model

    Topics: artificial intelligence electronic mail email phishing phishing IT security

    Methods: word2vec random forest classification naïve bayes literature study pre-trained language model

  • Automated Deductive Content Analysis of Text: A Deep Contrastive and Active Learning Based Approach

    2023 | International Conference on Information Systems | Citations: 0

    Authors: De Oliveira Silveira, Alysson; Ray, Arindam; Ebrahimi, Mohammadreza; Bhattacherjee, Anol

    Abstract: Content analysis traditionally involves human coders manually combing through t ... Expand

    Semantic filters: pre-trained language model

    Topics: knowledge representation human in the loop human computer interaction innovation management organizational innovation

    Methods: ontological modelling machine learning language model large language model qualitative content analysis

  • 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: pre-trained language model

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

    Methods: sentiment analysis RoBERTa transformer model BERT XLNet

  • Detecting Feature Requests of Third-Party Developers through Machine Learning: A Case Study of the SAP Community

    2023 | HICSS | Citations: 0

    Authors: Kauschinger, M.; Vieth, N.; Schreieck, M.; Krcmar, H.

    Abstract: The elicitation of requirements is central for the development of successful so ... Expand

    Semantic filters: pre-trained language model

    Topics: enterprise information system requirements elicitation requirements analysis Fiverr cloud computing

    Methods: machine learning supervised learning design science naïve bayes classification method

  • What Symptoms and How Long? An Interpretable AI Approach for Depression Detection in Social Media

    2023 | International Conference on Information Systems | Citations: 0

    Authors: Kuang, Junwei; Xie, Jiaheng; Yan, Zhijun

    Abstract: Depression is the most prevalent and serious mental illness, which induces grav ... Expand

    Semantic filters: pre-trained language model

    Topics: social media healthcare analytics

    Methods: design artifact deep learning computational algorithm machine learning ablation analysis

  • A deep learning approach for detecting fake reviewers: Exploiting reviewing behavior and textual information

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    2023 | Decision Support Systems | Citations: 0

    Authors: Zhang, Dong; Li, Wenwen; Niu, Baozhuang; Wu, Chong

    Abstract: Ensuring the credibility of online consumer reviews (OCRs) is a growing societal ... Expand

    Semantic filters: pre-trained language model

    Topics: fake review online review electronic commerce deception detection shapley additive explanation

    Methods: machine learning digital trace data experiment parametric test deep learning

  • Towards a Generation of Artificially Intelligent Strategy Tools: The SWOT Bot

    2022 | European Conference On Information Systems | Citations: 0

    Authors: Au, Christian; Winkler, Till; Paul, Herbert

    Abstract: Strategy tools are widely used to inform the complex and unstructured decision ... Expand

    Semantic filters: pre-trained language model

    Topics: information systems strategy application programming interface Google+ SWOT analysis usability

    Methods: natural language processing design artifact design science design requirement BERT

  • Comparative Analysis of Classical and Deep Learning-based Natural Language Processing for Prioritizing Customer Complaints

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    2022 | HICSS | Citations: 0

    Authors: Blümel, Jan; Zaki, Mohamed

    Abstract: Recent advancements in natural language processing have been shown to be very ef ... Expand

    Semantic filters: pre-trained language model

    Topics: Wikipedia customer service database system Google+ application programming interface

    Methods: natural language processing deep learning machine learning term frequency–inverse document frequency word2vec

  • Where was COVID-19 first discovered? Designing a question-answering system for pandemic situations

    2022 | European Conference On Information Systems | Citations: 0

    Authors: Graf, Johannes; Lancho, Gino; Zschech, Patrick; Heinrich, Kai

    Abstract: The COVID-19 pandemic is accompanied by a massive "infodemic" that makes it har ... Expand

    Semantic filters: pre-trained language model

    Topics: knowledge base pandemic covid 19 database system Elasticsearch

    Methods: design artifact design principle design science question answering design requirement

  • Transformer-based Summarization and Sentiment Analysis of SEC 10-K Annual Reports for Company Performance Prediction

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    2022 | HICSS | Citations: 0

    Authors: Hsieh, Hsin-Ting; Hristova, Diana

    Abstract: Annual reports published by companies contain important insights regarding their ... Expand

    Semantic filters: pre-trained language model

    Topics: organizational productivity data breach cloud computing Python explainable artificial intelligence

    Methods: sentiment analysis topic model machine learning BERT decision tree classification