{"id":"https://openalex.org/W4404356644","doi":"https://doi.org/10.1007/978-3-031-73497-7_34","title":"A Reinforcement Learning Based Recommender System Framework for\u00a0Web Apps: Radio and\u00a0Game Aggregators Scenarios","display_name":"A Reinforcement Learning Based Recommender System Framework for\u00a0Web Apps: Radio and\u00a0Game Aggregators Scenarios","publication_year":2024,"publication_date":"2024-11-15","ids":{"openalex":"https://openalex.org/W4404356644","doi":"https://doi.org/10.1007/978-3-031-73497-7_34"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-73497-7_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-73497-7_34","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","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/A5037467800","display_name":"Andr\u00e9 Filipe de Moraes Batista","orcid":"https://orcid.org/0000-0003-4627-0244"},"institutions":[{"id":"https://openalex.org/I157071867","display_name":"Fernando Pessoa University","ror":"https://ror.org/04h8e7606","country_code":"PT","type":"education","lineage":["https://openalex.org/I157071867"]},{"id":"https://openalex.org/I188522409","display_name":"Critical Software (Portugal)","ror":"https://ror.org/03er2hr05","country_code":"PT","type":"company","lineage":["https://openalex.org/I188522409"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Andr\u00e9 Batista","raw_affiliation_strings":["AppGeneration Software Technologies, Lda, Porto, Portugal","ISUS LIACC Pole, Faculty of Science and Technology (FCT), University Fernando Pessoa (UFP), Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"AppGeneration Software Technologies, Lda, Porto, Portugal","institution_ids":["https://openalex.org/I188522409"]},{"raw_affiliation_string":"ISUS LIACC Pole, Faculty of Science and Technology (FCT), University Fernando Pessoa (UFP), Porto, Portugal","institution_ids":["https://openalex.org/I157071867"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015598520","display_name":"Jos\u00e9 Manuel Torres","orcid":"https://orcid.org/0000-0002-8280-1324"},"institutions":[{"id":"https://openalex.org/I157071867","display_name":"Fernando Pessoa University","ror":"https://ror.org/04h8e7606","country_code":"PT","type":"education","lineage":["https://openalex.org/I157071867"]},{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jos\u00e9 Manuel Torres","raw_affiliation_strings":["Artificial Intelligence and Computer Science Laboratory (LIACC), University of Porto, Porto, Portugal","ISUS LIACC Pole, Faculty of Science and Technology (FCT), University Fernando Pessoa (UFP), Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence and Computer Science Laboratory (LIACC), University of Porto, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"ISUS LIACC Pole, Faculty of Science and Technology (FCT), University Fernando Pessoa (UFP), Porto, Portugal","institution_ids":["https://openalex.org/I157071867"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065106777","display_name":"Pedro Sobral","orcid":"https://orcid.org/0000-0002-7146-4545"},"institutions":[{"id":"https://openalex.org/I157071867","display_name":"Fernando Pessoa University","ror":"https://ror.org/04h8e7606","country_code":"PT","type":"education","lineage":["https://openalex.org/I157071867"]},{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Pedro Sobral","raw_affiliation_strings":["Artificial Intelligence and Computer Science Laboratory (LIACC), University of Porto, Porto, Portugal","ISUS LIACC Pole, Faculty of Science and Technology (FCT), University Fernando Pessoa (UFP), Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence and Computer Science Laboratory (LIACC), University of Porto, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"ISUS LIACC Pole, Faculty of Science and Technology (FCT), University Fernando Pessoa (UFP), Porto, Portugal","institution_ids":["https://openalex.org/I157071867"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088360662","display_name":"Rui S. Moreira","orcid":"https://orcid.org/0000-0002-4123-0983"},"institutions":[{"id":"https://openalex.org/I157071867","display_name":"Fernando Pessoa University","ror":"https://ror.org/04h8e7606","country_code":"PT","type":"education","lineage":["https://openalex.org/I157071867"]},{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Rui S. Moreira","raw_affiliation_strings":["Artificial Intelligence and Computer Science Laboratory (LIACC), University of Porto, Porto, Portugal","ISUS LIACC Pole, Faculty of Science and Technology (FCT), University Fernando Pessoa (UFP), Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence and Computer Science Laboratory (LIACC), University of Porto, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"ISUS LIACC Pole, Faculty of Science and Technology (FCT), University Fernando Pessoa (UFP), Porto, Portugal","institution_ids":["https://openalex.org/I157071867"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067148671","display_name":"Christophe Soares","orcid":"https://orcid.org/0000-0002-0382-879X"},"institutions":[{"id":"https://openalex.org/I157071867","display_name":"Fernando Pessoa University","ror":"https://ror.org/04h8e7606","country_code":"PT","type":"education","lineage":["https://openalex.org/I157071867"]},{"id":"https://openalex.org/I182534213","display_name":"Universidade do Porto","ror":"https://ror.org/043pwc612","country_code":"PT","type":"education","lineage":["https://openalex.org/I182534213"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Christophe Soares","raw_affiliation_strings":["Artificial Intelligence and Computer Science Laboratory (LIACC), University of Porto, Porto, Portugal","ISUS LIACC Pole, Faculty of Science and Technology (FCT), University Fernando Pessoa (UFP), Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"Artificial Intelligence and Computer Science Laboratory (LIACC), University of Porto, Porto, Portugal","institution_ids":["https://openalex.org/I182534213"]},{"raw_affiliation_string":"ISUS LIACC Pole, Faculty of Science and Technology (FCT), University Fernando Pessoa (UFP), Porto, Portugal","institution_ids":["https://openalex.org/I157071867"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022827069","display_name":"Ivo Pereira","orcid":"https://orcid.org/0000-0001-5440-3225"},"institutions":[{"id":"https://openalex.org/I157071867","display_name":"Fernando Pessoa University","ror":"https://ror.org/04h8e7606","country_code":"PT","type":"education","lineage":["https://openalex.org/I157071867"]},{"id":"https://openalex.org/I4210125590","display_name":"Institute for Systems Engineering and Computers","ror":"https://ror.org/033wn8m60","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590"]},{"id":"https://openalex.org/I4210166615","display_name":"INESC TEC","ror":"https://ror.org/05fa8ka61","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ivo Pereira","raw_affiliation_strings":["ISUS LIACC Pole, Faculty of Science and Technology (FCT), University Fernando Pessoa (UFP), Porto, Portugal","Instituto de Engenharia de Sistemas e Computadores, Tecnologia e Ci\u00eancia (INESC TEC), University of Porto, Porto, Portugal"],"affiliations":[{"raw_affiliation_string":"ISUS LIACC Pole, Faculty of Science and Technology (FCT), University Fernando Pessoa (UFP), Porto, Portugal","institution_ids":["https://openalex.org/I157071867"]},{"raw_affiliation_string":"Instituto de Engenharia de Sistemas e Computadores, Tecnologia e Ci\u00eancia (INESC TEC), University of Porto, Porto, Portugal","institution_ids":["https://openalex.org/I4210125590","https://openalex.org/I4210166615"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5037467800"],"corresponding_institution_ids":["https://openalex.org/I157071867","https://openalex.org/I188522409"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.49955869,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"421","last_page":"434"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9973000288009644,"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":0.9973000288009644,"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/T12720","display_name":"Multimedia Communication and Technology","score":0.9786999821662903,"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"}},{"id":"https://openalex.org/T12238","display_name":"Green IT and Sustainability","score":0.968999981880188,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8562762141227722},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.8327229022979736},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7404686212539673},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4666421711444855},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.408660888671875},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.37356334924697876},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19539207220077515}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8562762141227722},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8327229022979736},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7404686212539673},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4666421711444855},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.408660888671875},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.37356334924697876},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19539207220077515}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-73497-7_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-73497-7_34","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2138899136","https://openalex.org/W2787933113","https://openalex.org/W2966349618","https://openalex.org/W3123348991","https://openalex.org/W3129232409","https://openalex.org/W4311125760","https://openalex.org/W4384648944","https://openalex.org/W4394672593"],"related_works":["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","https://openalex.org/W4288390103","https://openalex.org/W4317039510"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
