Graduate Institute of Accounting

  • 2292 Citations
  • 26 h-index
  • 113 Article
  • 27 Conference contribution
  • 4 Chapter
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  • 2023

    Identifying Influential Social Impact Websites with HITS Algorithms

    Jheng, Y. R., Hsu, P. Y., Chen, J. Z., Cheng, M. S. & Chen, Y. C., 2023, Social Computing and Social Media - 15th International Conference, SCSM 2023, Held as Part of the 25th HCI International Conference, HCII 2023, Proceedings. Coman, A. & Vasilache, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 68-82 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14025 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Identifying Topics on Social Impact from S&P1500 CSR/ESG Reports

    Hamza, F., Hsu, P. Y., Yang, W. Y., Cheng, M. S. & Chen, Y. C., 2023, Integrated Uncertainty in Knowledge Modelling and Decision Making - 10th International Symposium, IUKM 2023, Proceedings. Honda, K., Le, B., Huynh, V.-N., Kohda, Y. & Inuiguchi, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 243-254 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14376 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Predicting Maize Yields with Satellite Information

    Ratna, S., Hsu, P. Y., Shih, Y. S., Cheng, M. S. & Chen, Y. C., 2023, Integrated Uncertainty in Knowledge Modelling and Decision Making - 10th International Symposium, IUKM 2023, Proceedings. Huynh, V.-N., Kohda, Y., Le, B., Honda, K. & Inuiguchi, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 187-198 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14375 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2022

    Predicting Infection Area of Dengue Fever for Next Week Through Multiple Factors

    Zheng, C. H., Hsu, P. Y., Cheng, M. S., Xu, N. & Chen, Y. C., 2022, Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence - 35th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2022, Proceedings. Fujita, H., Fournier-Viger, P., Ali, M. & Wang, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 77-88 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13343 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Prediction of Personality Traits Through Instagram Photo HSV

    Wu, C. C., Hsu, P. Y., Xu, N., Cheng, M. S. & Chen, Y. Y., 2022, Human-Computer Interaction. Technological Innovation - Thematic Area, HCI 2022, Held as Part of the 24th HCI International Conference, HCII 2022, Proceedings. Kurosu, M. (ed.). Springer Science and Business Media Deutschland GmbH, p. 279-287 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13303 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Recommendation Model for Tourism by Personality Type Using Mass Diffusion Method

    Xu, N., Chen, Y. H., Hsu, P. Y., Cheng, M. S. & Li, C. Y., 2022, Human Interface and the Management of Information: Applications in Complex Technological Environments - Thematic Area, HIMI 2022, Held as Part of the 24th HCI International Conference, HCII 2022, Proceedings. Yamamoto, S. & Mori, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 80-95 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13306 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2021

    Using Machine Learning to Predict Salaries of Major League Baseball Players

    Lee, C. Y., Hsu, P. Y., Cheng, M. S., Leu, J. D., Xu, N. & Kan, B. L., 2021, Advances and Trends in Artificial Intelligence. From Theory to Practice - 34th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2021, Proceedings. Fujita, H., Selamat, A., Lin, J.C.-W. & Ali, M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 28-33 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12799 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2020

    Constructing an Integrated Classifiers for Identifying Authenticity and Sentiment Analysis- A Case of Hotel Reviews

    Peng, Y. C., Cheng, M. S. & Hsu, P. Y., Dec 2020, Proceedings - 2020 International Computer Symposium, ICS 2020. Institute of Electrical and Electronics Engineers Inc., p. 319-324 6 p. 9359095. (Proceedings - 2020 International Computer Symposium, ICS 2020).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Devising a Cross-Domain Model to Detect Fake Review Comments

    Wei, C. S., Hsu, P. Y., Huang, C. W., Cheng, M. S. & Prassida, G. F., 2020, Advances in Computational Collective Intelligence - 12th International Conference, ICCCI 2020, Proceedings. Hernes, M., Wojtkiewicz, K. & Szczerbicki, E. (eds.). Springer Science and Business Media Deutschland GmbH, p. 714-725 12 p. (Communications in Computer and Information Science; vol. 1287).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Exploring Chinese Dynamic Sentiment/Emotion Analysis with Text Mining—Taiwanese Popular Movie Reviews Comment as a Case

    Li, H. H., Cheng, M. S., Hsu, P. Y., Ko, Y. H. & Luo, Z. C., 2020, Mining Intelligence and Knowledge Exploration - 7th International Conference, MIKE 2019, Proceedings. B.R., P., Thenkanidiyoor, V., Prasath, R. & Vanga, O. (eds.). Springer Science and Business Media Deutschland GmbH, p. 84-93 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11987 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2019

    Customer retention prediction with CNN

    Ko, Y. H., Hsu, P. Y., Cheng, M. S., Jheng, Y. R. & Luo, Z. C., 2019, Data Mining and Big Data - 4th International Conference, DMBD 2019, Proceedings. Tan, Y. & Shi, Y. (eds.). Springer Verlag, p. 104-113 10 p. (Communications in Computer and Information Science; vol. 1071).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • Exploring frequent itemsets in sweltering climates

    Hsu, P. Y., Huang, C. W., Cheng, M. S., Ko, Y. H., Tsai, C. H. & Xu, N., 2019, Data Mining and Big Data - 4th International Conference, DMBD 2019, Proceedings. Tan, Y. & Shi, Y. (eds.). Springer Verlag, p. 240-247 8 p. (Communications in Computer and Information Science; vol. 1071).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2018

    Extracting Attributes for Recommender Systems Based on MEC Theory

    Cheng, Y. S., Hsu, P. Y. & Liu, Y. C., 11 Sep 2018, 2018 3rd International Conference on Computer and Communication Systems, ICCCS 2018. Institute of Electrical and Electronics Engineers Inc., p. 125-129 5 p. 8463179. (2018 3rd International Conference on Computer and Communication Systems, ICCCS 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Investigating the effectiveness of helpful reviews and reviewers in hotel industry

    Chao, Y. T., Hsu, P. Y., Cheng, M. S., Lei, H. T., Huang, S. H., Ko, Y. H., Prassida, G. F. & Huang, C. W., 2018, Advances in Swarm Intelligence - 9th International Conference, ICSI 2018, Proceedings. Tan, Y., Tang, Q. & Shi, Y. (eds.). Springer Verlag, p. 305-313 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10942 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Investigating the relationship between the emotion of blogs and the price of index futures

    Kao, Y. H., Hsu, P. Y., Cheng, M. S., Lei, H. T., Huang, S. H., Ko, Y. H. & Huang, C. W., 2018, Advances in Swarm Intelligence - 9th International Conference, ICSI 2018, Proceedings. Tan, Y., Tang, Q. & Shi, Y. (eds.). Springer Verlag, p. 423-431 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10942 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2017

    Effects of event sentiment on product recommendations in a microblog platform

    Hsu, P. Y., Hsu, M. C., Wei, T. H., Lo, Y. C., Lo, C. C., Cheng, M. S. & Lei, H. T., 2017, Advances in Swarm Intelligence - 8th International Conference, ICSI 2017, Proceedings. Niu, B., Takagi, H., Shi, Y. & Tan, Y. (eds.). Springer Verlag, p. 119-131 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10386 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Identifying fake review comments for hostel industry

    Lin, M. Y., Hsu, P. Y., Cheng, M. S., Lei, H. T. & Hsu, M. C., 2017, Advances in Swarm Intelligence - 8th International Conference, ICSI 2017, Proceedings. Niu, B., Takagi, H., Shi, Y. & Tan, Y. (eds.). Springer Verlag, p. 421-429 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10386 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2016

    How do investor relations related disclosures on facebook contribute to a company's information environment?

    Wang, T., Lin, H. L. & Yen, J. C., 7 Mar 2016, Proceedings of the 49th Annual Hawaii International Conference on System Sciences, HICSS 2016. Sprague, R. H. & Bui, T. X. (eds.). IEEE Computer Society, p. 1082-1091 10 p. 7427316. (Proceedings of the Annual Hawaii International Conference on System Sciences; vol. 2016-March).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations
  • 2014

    Automatically explore inter-discipline technology from Chinese patent documents

    Cheng, M. S. & Hsu, P., 2014, Intelligence and Security Informatics - Pacific Asia Workshop, PAISI 2014, Proceedings. Springer Verlag, p. 65-77 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8440 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Predicting movies user ratings with IMDb attributes

    Hsu, P. Y., Shen, Y. H. & Xie, X. A., 2014, Rough Sets and Knowledge Technology - 9th International Conference, RSKT 2014, Proceedings. Miao, D., Peters, G., Hu, Q., Wang, R., Miao, D., Peters, G., Pedrycz, W. & Ślęzak, D. (eds.). Springer Verlag, p. 444-453 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8818).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    10 Scopus citations
  • 2013

    Interest-based product recommendations along temporal dimension

    Liu, Y. C., Hsu, P. Y. & Bai, S. W., 2013, Proceedings of the World Congress on Engineering 2013, WCE 2013. p. 1617-1621 5 p. (Lecture Notes in Engineering and Computer Science; vol. 3 LNECS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • User distributions in n-tier platform with effective memory reusability

    Chuang, Y. C., Hsu, P., Wang, M., Lin, M. T. & Cheng, M. S., 2013, Multi-Disciplinary Trends in Artificial Intelligence - 7th International Workshop, MIWAI 2013, Proceedings. p. 50-58 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8271 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2010

    A frequency-based algorithm for workflow outlier mining

    Chuang, Y. C., Hsu, P. Y., Wang, M. T. & Chen, S. C., 2010, Future Generation Information Technology - Second International Conference, FGIT 2010, Proceedings. p. 191-207 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6485 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Effective storage structure for multi-version XML documents

    Chih-Chun, C., Ming-Shien, C. & Ping-Yu, H., 2010, Future Generation Information Technology - Second International Conference, FGIT 2010, Proceedings. p. 249-266 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6485 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations
  • 2009

    Predicting future earnings change using numeric and textual information in financial reports

    Chen, K. T., Chen, T. J. & Yen, J. C., 2009, Intelligence and Security Informatics - Pacific Asia Workshop, PAISI 2009, Proceedings. p. 54-63 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5477).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations
  • 2007

    Clustering transactions with an unbalanced hierarchical product structure

    Wang, M. T., Hsu, P. Y., Lin, K. C. & Chen, S. S., 2007, Data Warehousing and Knowledge Discovery - 9th International Conference, DaWaK 2007, Proceedings. Springer Verlag, p. 251-261 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4654 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • The perceptual eye view: A user-defined method for information visualization

    Wu, L. H. & Hsu, P. Y., 2007, Human-Computer Interaction: Interaction Platforms and Techniques - 12th International Conference, HCI International 2007, Proceedings. PART 2 ed. Springer Verlag, p. 181-190 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4551 LNCS, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations