{"id":"https://openalex.org/W1819854078","doi":null,"title":"Design and Implementation of a Customer Personalised Recomender System","display_name":"Design and Implementation of a Customer Personalised Recomender System","publication_year":2013,"publication_date":"2013-06-01","ids":{"openalex":"https://openalex.org/W1819854078","mag":"1819854078"},"language":"en","primary_location":{"id":"pmh:oai:upcommons.upc.edu:2099.1/18732","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/2099.1/18732","pdf_url":"https://upcommons.upc.edu/bitstreams/9b57bd18-abc3-446d-bc18-5f9281282c74/download","source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Master thesis (pre-Bologna period)"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://upcommons.upc.edu/bitstreams/9b57bd18-abc3-446d-bc18-5f9281282c74/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110580413","display_name":"Anna Gatzioura","orcid":"https://orcid.org/0000-0003-2532-0169","observed_orcids":["https://orcid.org/0000-0003-2532-0169"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Anna Gkatzioura","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5110580413"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9829000234603882,"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":0.9829000234603882,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.004699999932199717,"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/T14435","display_name":"Information Retrieval and Data Mining","score":0.0010000000474974513,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/recommender-systems","display_name":"recommender systems","score":0.9520000219345093},{"id":"https://openalex.org/keywords/customer-personalization","display_name":"customer personalization","score":0.671999990940094},{"id":"https://openalex.org/keywords/market-basket-analysis","display_name":"market basket analysis","score":0.9940000176429749},{"id":"https://openalex.org/keywords/probabilistic-topic-models","display_name":"probabilistic topic models","score":0.9940000176429749},{"id":"https://openalex.org/keywords/case-based-reasoning","display_name":"case-based reasoning","score":1.0},{"id":"https://openalex.org/keywords/recommendation-generation","display_name":"recommendation generation","score":0.6060000061988831}],"concepts":[{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3740658462047577},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.36950749158859253},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.363272488117218},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3607131242752075},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3394875228404999},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.3336607813835144},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.33194148540496826}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:upcommons.upc.edu:2099.1/18732","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/2099.1/18732","pdf_url":"https://upcommons.upc.edu/bitstreams/9b57bd18-abc3-446d-bc18-5f9281282c74/download","source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Master thesis (pre-Bologna period)"},{"id":"pmh:oai:recercat.cat:2072/215171","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2099.1/18732","pdf_url":null,"source":{"id":"https://openalex.org/S4306402147","display_name":"RECERCAT (Consorci de Serveis Universitaris de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210090028","host_organization_name":"Consorci de Serveis Universitaris de Catalunya","host_organization_lineage":["https://openalex.org/I4210090028"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/bachelorThesis"},{"id":"mag:1819854078","doi":null,"is_oa":false,"landing_page_url":"https://upcommons.upc.edu/bitstream/2099.1/18732/1/91209.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:upcommons.upc.edu:2099.1/18732","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/2099.1/18732","pdf_url":"https://upcommons.upc.edu/bitstreams/9b57bd18-abc3-446d-bc18-5f9281282c74/download","source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Master thesis (pre-Bologna period)"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1819854078.pdf","grobid_xml":"https://content.openalex.org/works/W1819854078.grobid-xml"},"referenced_works_count":91,"referenced_works":["https://openalex.org/W123366752","https://openalex.org/W281665770","https://openalex.org/W397525360","https://openalex.org/W1481224815","https://openalex.org/W1486205322","https://openalex.org/W1486317198","https://openalex.org/W1494915433","https://openalex.org/W1496355506","https://openalex.org/W1524368320","https://openalex.org/W1527361738","https://openalex.org/W1530276735","https://openalex.org/W1535794648","https://openalex.org/W1540921703","https://openalex.org/W1570159982","https://openalex.org/W1574110213","https://openalex.org/W1612003148","https://openalex.org/W1646395966","https://openalex.org/W1690919088","https://openalex.org/W1748210881","https://openalex.org/W1844752615","https://openalex.org/W1880262756","https://openalex.org/W1966553486","https://openalex.org/W1967082914","https://openalex.org/W1970065240","https://openalex.org/W1983811663","https://openalex.org/W1984600142","https://openalex.org/W1996174542","https://openalex.org/W1997136459","https://openalex.org/W1999047234","https://openalex.org/W2000855935","https://openalex.org/W2002334697","https://openalex.org/W2006187024","https://openalex.org/W2011316522","https://openalex.org/W2020201861","https://openalex.org/W2024438090","https://openalex.org/W2031237011","https://openalex.org/W2035992077","https://openalex.org/W2037098674","https://openalex.org/W2037819817","https://openalex.org/W2041807795","https://openalex.org/W2053811285","https://openalex.org/W2058777398","https://openalex.org/W2061460268","https://openalex.org/W2069642437","https://openalex.org/W2073414385","https://openalex.org/W2081462644","https://openalex.org/W2081683717","https://openalex.org/W2088399682","https://openalex.org/W2091107730","https://openalex.org/W2091273188","https://openalex.org/W2094092370","https://openalex.org/W2096605025","https://openalex.org/W2096708607","https://openalex.org/W2100235918","https://openalex.org/W2107460837","https://openalex.org/W2108630796","https://openalex.org/W2110339868","https://openalex.org/W2111275322","https://openalex.org/W2116206254","https://openalex.org/W2118939808","https://openalex.org/W2121439896","https://openalex.org/W2121710227","https://openalex.org/W2124362004","https://openalex.org/W2125330369","https://openalex.org/W2126231985","https://openalex.org/W2126385963","https://openalex.org/W2129896612","https://openalex.org/W2134731454","https://openalex.org/W2137452788","https://openalex.org/W2138745909","https://openalex.org/W2142144955","https://openalex.org/W2152311353","https://openalex.org/W2153385788","https://openalex.org/W2155106456","https://openalex.org/W2158997610","https://openalex.org/W2159094788","https://openalex.org/W2161066835","https://openalex.org/W2162693531","https://openalex.org/W2165599843","https://openalex.org/W2166559705","https://openalex.org/W2169639369","https://openalex.org/W2170354770","https://openalex.org/W2171960770","https://openalex.org/W2174706414","https://openalex.org/W2181981563","https://openalex.org/W2210278139","https://openalex.org/W2334889010","https://openalex.org/W2356482734","https://openalex.org/W2405856141","https://openalex.org/W2491010037","https://openalex.org/W2596629674"],"related_works":["https://openalex.org/W7135810103","https://openalex.org/W2735051150","https://openalex.org/W7166854008","https://openalex.org/W7155170320","https://openalex.org/W2729436204","https://openalex.org/W4400420042","https://openalex.org/W6889716181","https://openalex.org/W2601441882","https://openalex.org/W7122723265","https://openalex.org/W7170219042"],"abstract_inverted_index":{"[ANGL\u00c8S]":[0],"Market":[1],"basket":[2],"analysis":[3],"is":[4],"examined":[5],"through":[6],"the":[7],"application":[8],"of":[9],"probabilistic":[10],"topic":[11],"models":[12],"and":[13,26],"case-based":[14],"reasoning":[15],"in":[16],"order":[17],"to":[18],"provide":[19],"more":[20],"insight":[21],"into":[22],"customer":[23],"buying":[24],"habits":[25],"generate":[27],"meaningful":[28],"recommendations.":[29]},"counts_by_year":[],"updated_date":"2026-10-12T09:40:04.860316","created_date":"2016-06-24T00:00:00"}