DC FieldValueLanguage
dc.contributor.authorTriperina, Evangelia-
dc.contributor.authorTsolakidis, Anastasios-
dc.contributor.authorChristidis, Nikolaos-
dc.contributor.authorSgouropoulou, Cleo-
dc.date.accessioned2024-07-26T09:34:37Z-
dc.date.available2024-07-26T09:34:37Z-
dc.date.issued2016-11-10-
dc.identifierscopus-85014815322-
dc.identifier.isbn978-1-4503-4789-1-
dc.identifier.other85014815322-
dc.identifier.urihttps://uniwacris.uniwa.gr/handle/3000/2756-
dc.description.abstractRecommendations systems have become an important tool for scientists because they simplify the process of discovering related work, without getting distracted by the enormous amount of research publications. Academic research on recommendations systems can be classified on two main categories: the content-based filtering approach, where the papers published by the authors are indexed and the TF-IDF algorithm is applied to calculate the weights for each one of the indexed terms and the collaboration filtering, in which authors are considered to prefer similar publications with authors with akin behavior. In the proposed method, we present a hybrid approach using both of the before mentioned approaches. We contribute to the collaborative filtering by implementing graph based analysis in order to define the importance of each indexed term.en_US
dc.language.isoenen_US
dc.relation.ispartofProceedings of the 20th Pan-Hellenic Conference on Informatics (PCI '16)en_US
dc.relation.ispartofseriesACM International Conference Proceeding Seriesen_US
dc.subjectCollaboration filteringen_US
dc.subjectContent baseden_US
dc.subjectData miningen_US
dc.subjectGraph metricsen_US
dc.subjectRecommendation systemsen_US
dc.subjectResearch paper recommendationen_US
dc.subjectVisual analyticsen_US
dc.titleResearch publication recommendation system based on a hybrid approachen_US
dc.typeConference Paperen_US
dc.relation.conference20th Pan-Hellenic Conference on Informatics, 10-12 November 2016, Patras, Greeceen_US
dc.identifier.doi10.1145/3003733.3003805en_US
dc.identifier.scopus2-s2.0-85014815322-
dcterms.accessRights0en_US
dc.relation.deptDepartment of Archival, Library and Information Studiesen_US
dc.relation.facultySchool of Administrative, Economics and Social Sciencesen_US
dc.collaborationUniversity of West Attica (UNIWA)en_US
dc.subject.fieldEngineering and Technologyen_US
dc.journalsOpen Accessen_US
dc.publicationPeer Revieweden_US
dc.countryGreeceen_US
local.metadatastatusverifieden_US
item.openairetypeConference Paper-
item.grantfulltextnone-
item.fulltextNo Fulltext-
item.cerifentitytypePublications-
item.openairecristypehttp://purl.org/coar/resource_type/c_18cf-
item.languageiso639-1en-
crisitem.author.deptDepartment of Archival, Library and Information Studies-
crisitem.author.deptDepartment of Archival, Library and Information Studies-
crisitem.author.facultySchool of Administrative, Economics and Social Sciences-
crisitem.author.facultySchool of Administrative, Economics and Social Sciences-
crisitem.author.orcid0000-0003-4282-2259-
crisitem.author.orcid0000-0001-7364-4542-
crisitem.author.parentorgSchool of Administrative, Economics and Social Sciences-
crisitem.author.parentorgSchool of Administrative, Economics and Social Sciences-
Appears in Collections:Conference Papers or Poster or Presentation / Δημοσιεύσεις σε Συνέδρια
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