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A STUDY ON RANKING METHOD IN RETRIEVING WEB PAGES BASED ON CONTENT AND LINK ANALYSIS: COMBINATION OF FOURIER DOMAIN SCORING AND PAGERANK SCORING

JUTI: Jurnal Ilmiah Teknologi Informasi · Vol. 7 No. 1 (2008) · pp. 11–20

DOI
10.12962/j24068535.v7i1.a57
ISSN
2406-8535, 1412-6389
Published
2008-01-01
Publisher
Institut Teknologi Sepuluh Nopember
Language
eng

Abstract

Ranking module is an important component of search process which sorts through relevant pages. Since collection of Web pages has additional information inherent in the hyperlink structure of the Web, it can be represented as link score and then combined with the usual information retrieval techniques of content score. In this paper we report our studies about ranking score of Web pages combined from link analysis, PageRank Scoring, and content analysis, Fourier Domain Scoring. Our experiments use collection of Web pages relate to Statistic subject from Wikipedia with objectives to check correctness and performance evaluation of combination ranking method. Evaluation of PageRank Scoring show that the highest score does not always relate to Statistic. Since the links within Wikipedia articles exists so that users are always one click away from more information on any point that has a link attached, it it possible that unrelated topics to Statistic are most likely frequently mentioned in the collection. While the combination method show link score which is given proportional weight to content score of Web pages does effect the retrieval results.

Collaboration network of the authors

40 authors · 93 co-authorship links · 7 across different organisations · showing the 40 most connected

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  • Institut Teknologi Sepuluh Nopember
  • Islamic University of Indonesia
  • Universitas Muhammadiyah Malang
  • University of Brawijaya
  • Affiliation unknown
  • Different organisations
  • Same organisation
  • Affiliation unknown
  • Thicker line = more joint articles · bigger circle = more articles
Show as table
Co-authorOrganisationJoint articles
Chastine FatichahInstitut Teknologi Sepuluh Nopember8
Agus Zainal ArifinInstitut Teknologi Sepuluh Nopember6
Agus Budi RaharjoInstitut Teknologi Sepuluh Nopember4
Rizka Wakhidatus SholikahInstitut Teknologi Sepuluh Nopember2
Yudhi PurwanantoInstitut Teknologi Sepuluh Nopember2
Fahrur RoziInstitut Teknologi Sepuluh Nopember2
Hilya TsaniyaInstitut Teknologi Sepuluh Nopember2
Nanik SuciatiInstitut Teknologi Sepuluh Nopember2
Apriantoni ApriantoniInstitut Teknologi Sepuluh Nopember2
Khoirul UmamInstitut Teknologi Sepuluh Nopember1
Fidi Wincoko PutroInstitut Teknologi Sepuluh Nopember1
Gulpi Qorik Oktagalu PratamasunuAffiliation unknown1
Khadijah Fahmi Hayati HolleInstitut Teknologi Sepuluh Nopember1
Arif FadllullahInstitut Teknologi Sepuluh Nopember1
Dasrit Debora KamudiInstitut Teknologi Sepuluh Nopember1
Muhamad NasirInstitut Teknologi Sepuluh Nopember1
Dhian KartikaAffiliation unknown1
Umi Laili YuhanaInstitut Teknologi Sepuluh Nopember1
Daniel SiahaanInstitut Teknologi Sepuluh Nopember1
Dian SaputraAffiliation unknown1
Esti YuniarAffiliation unknown1
Febriliyan SamopaInstitut Teknologi Sepuluh Nopember1
Ade AfrianAffiliation unknown1
Yos NugrohoAffiliation unknown1
Putu Utami Andarini S.Affiliation unknown1
Indra LukmanaAffiliation unknown1
Daniel SwanjayaAffiliation unknown1
Arrie KurniawardhaniIslamic University of Indonesia1
Nur HayatinUniversitas Muhammadiyah Malang1
Rizal Setya PerdanaUniversity of Brawijaya1
Joko Lianto BulialiInstitut Teknologi Sepuluh Nopember1
Tsabbit Aqdami MukhtarInstitut Teknologi Sepuluh Nopember1
Christian Sri Kusuma AdityaInstitut Teknologi Sepuluh Nopember1
Mamluatul Hani’ahAffiliation unknown1
Raditya Hari NugrahaInstitut Teknologi Sepuluh Nopember1
Muhammad Abdul WakhidInstitut Teknologi Sepuluh Nopember1
Narandha Arya RanggiantoInstitut Teknologi Sepuluh Nopember1
Mohamad Anwar SyaefudinInstitut Teknologi Sepuluh Nopember1
Arijal Ibnu JatiInstitut Teknologi Sepuluh Nopember1

Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.

Metadata source: OAI-PMH (metadata jurnal) https://juti.if.its.ac.id/index.php/juti/oai, first harvested 26 Okt 2026, last seen 26 Okt 2026.
Original metadata (oai_dc) 
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	<dc:title xml:lang="en">A STUDY ON RANKING METHOD IN RETRIEVING WEB PAGES BASED ON CONTENT AND LINK ANALYSIS: COMBINATION OF FOURIER DOMAIN SCORING AND PAGERANK SCORING</dc:title>
	<dc:creator xml:lang="en">Purwitasari, Diana</dc:creator>
	<dc:description xml:lang="en">Ranking module is an important component of search process which sorts through relevant pages. Since collection of Web pages has additional information inherent in the hyperlink structure of the Web, it can be represented as link score and then combined with the usual information retrieval techniques of content score. In this paper we report our studies about ranking score of Web pages combined from link analysis, PageRank Scoring, and content analysis, Fourier Domain Scoring. Our experiments use collection of Web pages relate to Statistic subject from Wikipedia with objectives to check correctness and performance evaluation of combination ranking method. Evaluation of PageRank Scoring show that the highest score does not always relate to Statistic. Since the links within Wikipedia articles exists so that users are always one click away from more information on any point that has a link attached, it it possible that unrelated topics to Statistic are most likely frequently mentioned in the collection. While the combination method show link score which is given proportional weight to content score of Web pages does effect the retrieval results.</dc:description>
	<dc:publisher xml:lang="en">Institut Teknologi Sepuluh Nopember</dc:publisher>
	<dc:date>2008-01-01</dc:date>
	<dc:type>info:eu-repo/semantics/article</dc:type>
	<dc:type>info:eu-repo/semantics/publishedVersion</dc:type>
	<dc:type xml:lang="en">Peer-reviewed Article</dc:type>
	<dc:format>application/pdf</dc:format>
	<dc:identifier>https://juti.if.its.ac.id/index.php/juti/article/view/57</dc:identifier>
	<dc:identifier>10.12962/j24068535.v7i1.a57</dc:identifier>
	<dc:source xml:lang="en">JUTI: Jurnal Ilmiah Teknologi Informasi; Vol 7, No 1, Januari 2008; 11-20</dc:source>
	<dc:source>2406-8535</dc:source>
	<dc:source>1412-6389</dc:source>
	<dc:source>10.12962/j24068535.v7i1</dc:source>
	<dc:language>eng</dc:language>
	<dc:relation>https://juti.if.its.ac.id/index.php/juti/article/view/57/53</dc:relation>
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