{"id":"https://openalex.org/W203846044","doi":"https://doi.org/10.3233/978-1-58603-900-4-295","title":"Clustering for user modeling in recommender e-commerce application: A RUP-based intelligent software life-cycle","display_name":"Clustering for user modeling in recommender e-commerce application: A RUP-based intelligent software life-cycle","publication_year":2008,"publication_date":"2008-01-01","ids":{"openalex":"https://openalex.org/W203846044","doi":"https://doi.org/10.3233/978-1-58603-900-4-295","mag":"203846044"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-58603-900-4-295","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-58603-900-4-295","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109160242","display_name":"Anastasios Savvopoulos","orcid":null},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Savvopoulos Anastasios","raw_affiliation_strings":["University of Piraeus, Piraeus, Greece#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Piraeus, Piraeus, Greece#TAB#","institution_ids":["https://openalex.org/I154757721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057523671","display_name":"Maria Virvou","orcid":"https://orcid.org/0000-0002-4008-4654"},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Virvou Maria","raw_affiliation_strings":["University of Piraeus, Piraeus, Greece#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Piraeus, Piraeus, Greece#TAB#","institution_ids":["https://openalex.org/I154757721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019122385","display_name":"Dionysios N. Sotiropoulos","orcid":null},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Sotiropoulos Dionysios N.","raw_affiliation_strings":["University of Piraeus, Piraeus, Greece#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Piraeus, Piraeus, Greece#TAB#","institution_ids":["https://openalex.org/I154757721"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001264416","display_name":"George A. Tsihrintzis","orcid":"https://orcid.org/0000-0002-2716-4035"},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Tsihrintzis George A.","raw_affiliation_strings":["University of Piraeus, Piraeus, Greece#TAB#"],"affiliations":[{"raw_affiliation_string":"University of Piraeus, Piraeus, Greece#TAB#","institution_ids":["https://openalex.org/I154757721"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5109160242"],"corresponding_institution_ids":["https://openalex.org/I154757721"],"apc_list":null,"apc_paid":null,"fwci":0.7216,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.7173913,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"295","last_page":"304"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12720","display_name":"Multimedia Communication and Technology","score":0.9876000285148621,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6681898236274719},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6343801021575928},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5140529870986938},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4626973271369934},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.38666123151779175},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17545360326766968},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.07629433274269104}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6681898236274719},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6343801021575928},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5140529870986938},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4626973271369934},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.38666123151779175},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17545360326766968},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.07629433274269104}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-58603-900-4-295","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-58603-900-4-295","pdf_url":null,"source":{"id":"https://openalex.org/S4210201731","display_name":"Frontiers in artificial intelligence and applications","issn_l":"0922-6389","issn":["0922-6389","1879-8314"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence and Applications","raw_type":"book-chapter"},{"id":"mag:203846044","is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/jckbse/jckbse2008.html#SavvopoulosVST08","pdf_url":null,"source":{"id":"https://openalex.org/S4306420405","display_name":"Joint Conference on Knowledge-Based Software Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"Joint Conference on Knowledge-Based Software Engineering","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production","score":0.550000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1594444101","https://openalex.org/W1962243361","https://openalex.org/W1981166623","https://openalex.org/W1995301437","https://openalex.org/W1995450389","https://openalex.org/W2035890032","https://openalex.org/W2066827437","https://openalex.org/W2113052889","https://openalex.org/W2134351447","https://openalex.org/W2153078420","https://openalex.org/W2154976144","https://openalex.org/W2156130725","https://openalex.org/W2165874743"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W2150182025","https://openalex.org/W3092950680","https://openalex.org/W3197542405","https://openalex.org/W2056712470","https://openalex.org/W3125580266"],"abstract_inverted_index":{"In":[0,74],"this":[1,43],"paper":[2],"we":[3,77],"will":[4],"present":[5],"an":[6,34,79],"RUP":[7],"based":[8],"software":[9],"life":[10],"cycle":[11],"on":[12,19],"how":[13],"to":[14,89,101],"incorporate":[15,63],"a":[16,20,84],"clustering":[17,49,54,66],"algorithm":[18,67],"prototype":[21],"system.":[22],"The":[23,93],"process":[24,44],"has":[25],"four":[26],"major":[27],"steps.":[28],"Firstly,":[29],"designing":[30],"and":[31,41,71],"building":[32,72],"in":[33,87],"adaptive":[35,80,94],"application.":[36],"Secondly,":[37],"evaluating":[38],"the":[39,48,53,57,64,69],"system":[40,70],"through":[42],"obtaining":[45],"data":[46,59],"for":[47],"algorithms.":[50],"Thirdly,":[51],"compare":[52],"algorithms":[55],"with":[56],"above":[58],"as":[60,83],"input.":[61],"Fourthly,":[62],"best":[65],"into":[68],"stereotypes.":[73],"our":[75],"case":[76],"used":[78],"e-shop":[81,95],"application":[82,96],"test":[85],"bed":[86],"order":[88],"apply":[90],"these":[91],"methods.":[92],"that":[97],"provides":[98],"personalised":[99],"recommendations":[100],"users.":[102]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2016-06-24T00:00:00"}
