Identifying Influential Social Impact Websites with HITS Algorithms

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

doi:10.1007/978-3-031-35915-6_6

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	https://doi.org/10.1007/978-3-031-35915-6_6
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 2023 → 28 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)
卷	14025 LNCS
ISSN（列印）	0302-9743
ISSN（電子）	1611-3349

???event.eventtypes.event.conference???

???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	23/07/23 → 28/07/23

UN SDG

此研究成果有助於以下永續發展目標

SDG 12 負責任的消費與生產

存取文件

10.1007/978-3-031-35915-6_6

引用此

Jheng, Y. R., Hsu, P. Y., Chen, J. Z., Cheng, M. S., & Chen, Y. C. (2023). Identifying Influential Social Impact Websites with HITS Algorithms. 於 A. Coman, & S. Vasilache (編輯), Social Computing and Social Media - 15th International Conference, SCSM 2023, Held as Part of the 25th HCI International Conference, HCII 2023, Proceedings (頁 68-82). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 14025 LNCS). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-35915-6_6

Jheng, Yang Ruei ; Hsu, Ping Yu ; Chen, Jiu Zhong 等. / Identifying Influential Social Impact Websites with HITS Algorithms. 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. Springer Science and Business Media Deutschland GmbH, 2023. 頁 68-82 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{4bd320f3eff14586b102d463dcb39471,

title = "Identifying Influential Social Impact Websites with HITS Algorithms",

abstract = "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.",

keywords = "CSR, ESG, HITS Algorithm, Social Impact",

author = "Jheng, \{Yang Ruei\} and Hsu, \{Ping Yu\} and Chen, \{Jiu Zhong\} and Cheng, \{Ming Shien\} and Chen, \{Yu Chun\}",

note = "Publisher Copyright: {\textcopyright} 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.; 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 ; Conference date: 23-07-2023 Through 28-07-2023",

year = "2023",

doi = "10.1007/978-3-031-35915-6\_6",

language = "???core.languages.en\_GB???",

isbn = "9783031359149",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer Science and Business Media Deutschland GmbH",

pages = "68--82",

editor = "Adela Coman and Simona Vasilache",

booktitle = "Social Computing and Social Media - 15th International Conference, SCSM 2023, Held as Part of the 25th HCI International Conference, HCII 2023, Proceedings",

}

Jheng, YR, Hsu, PY, Chen, JZ, Cheng, MS & Chen, YC 2023, Identifying Influential Social Impact Websites with HITS Algorithms. 於 A Coman & S Vasilache (編輯), Social Computing and Social Media - 15th International Conference, SCSM 2023, Held as Part of the 25th HCI International Conference, HCII 2023, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 卷 14025 LNCS, Springer Science and Business Media Deutschland GmbH, 頁 68-82, 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, 23/07/23. https://doi.org/10.1007/978-3-031-35915-6_6

Identifying Influential Social Impact Websites with HITS Algorithms. / Jheng, Yang Ruei; Hsu, Ping Yu; Chen, Jiu Zhong 等.
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. Springer Science and Business Media Deutschland GmbH, 2023. p. 68-82 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 卷 14025 LNCS).

研究成果: 書貢獻/報告類型 › 會議論文篇章 › 同行評審

TY - GEN

T1 - Identifying Influential Social Impact Websites with HITS Algorithms

AU - Jheng, Yang Ruei

AU - Hsu, Ping Yu

AU - Chen, Jiu Zhong

AU - Cheng, Ming Shien

AU - Chen, Yu Chun

PY - 2023

Y1 - 2023

N2 - 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.

AB - 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.

KW - CSR

KW - ESG

KW - HITS Algorithm

KW - Social Impact

UR - https://www.scopus.com/pages/publications/85169040306

U2 - 10.1007/978-3-031-35915-6_6

DO - 10.1007/978-3-031-35915-6_6

M3 - 會議論文篇章

AN - SCOPUS:85169040306

SN - 9783031359149

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 68

EP - 82

BT - Social Computing and Social Media - 15th International Conference, SCSM 2023, Held as Part of the 25th HCI International Conference, HCII 2023, Proceedings

A2 - Coman, Adela

A2 - Vasilache, Simona

PB - Springer Science and Business Media Deutschland GmbH

T2 - 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

Y2 - 23 July 2023 through 28 July 2023

ER -

Jheng YR, Hsu PY, Chen JZ, Cheng MS, Chen YC. Identifying Influential Social Impact Websites with HITS Algorithms. 於 Coman A, Vasilache S, 編輯, Social Computing and Social Media - 15th International Conference, SCSM 2023, Held as Part of the 25th HCI International Conference, HCII 2023, Proceedings. Springer Science and Business Media Deutschland GmbH. 2023. p. 68-82. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-031-35915-6_6

Identifying Influential Social Impact Websites with HITS Algorithms

摘要

出版系列

???event.eventtypes.event.conference???

UN SDG

存取文件

指紋

引用此