Identifying Influential Social Impact Websites with HITS Algorithms

Yang Ruei Jheng, Ping Yu Hsu, Jiu Zhong Chen, Ming Shien Cheng, Yu Chun Chen

研究成果: 書貢獻/報告類型會議論文篇章同行評審

摘要

Advocators of ESG (Environment, Social, Governance) attempt to propose standards for business to report their sustainability measure to investors. The three aspects are corporate social responsibility in society. However, the indicators to reveal impact generated by social activities are still in the development. As an result, the Social Impact reported on websites and ESG reports are diversified and inconsistent. This research aimed at recommending model webpages to readers for the references of business world. This research implements variations of HITS algorithm to identify authority and hub pages excluding the influence of pages in the same website as self-references may seriously distort ranking result. Top 10 authority pages are recommended among 3 million webpages collected from the world wide web. The appropriateness of the pages is compared against first 10 links retrieved from Google search. Expert reviewers confirmed that the recommended pages were better than the links retrieved from Google.

原文???core.languages.en_GB???
主出版物標題Social Computing and Social Media - 15th International Conference, SCSM 2023, Held as Part of the 25th HCI International Conference, HCII 2023, Proceedings
編輯Adela Coman, Simona Vasilache
發行者Springer Science and Business Media Deutschland GmbH
頁面68-82
頁數15
ISBN(列印)9783031359149
DOIs
出版狀態已出版 - 2023
事件15th International Conference on Social Computing and Social Media, SCSM 2023, held as part of the 25th International Conference on Human-Computer Interaction, HCII 2023 - Copenhagen, Denmark
持續時間: 23 7月 202328 7月 2023

出版系列

名字Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
14025 LNCS
ISSN(列印)0302-9743
ISSN(電子)1611-3349

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???event.eventtypes.event.conference???15th International Conference on Social Computing and Social Media, SCSM 2023, held as part of the 25th International Conference on Human-Computer Interaction, HCII 2023
國家/地區Denmark
城市Copenhagen
期間23/07/2328/07/23

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