{"id":"https://openalex.org/W2967975985","doi":"https://doi.org/10.1007/978-3-030-28377-3_8","title":"Twitter User Modeling Based on Indirect Explicit Relationships for Personalized Recommendations","display_name":"Twitter User Modeling Based on Indirect Explicit Relationships for Personalized Recommendations","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2967975985","doi":"https://doi.org/10.1007/978-3-030-28377-3_8","mag":"2967975985"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-28377-3_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-28377-3_8","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":true,"oa_status":"green","oa_url":"https://research.brighton.ac.uk/en/publications/a7fd8215-8379-48fe-9712-cd95e1a50034","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028854479","display_name":"Abdullah Alshammari","orcid":"https://orcid.org/0000-0002-8826-7660"},"institutions":[{"id":"https://openalex.org/I71637028","display_name":"University of Brighton","ror":"https://ror.org/04kp2b655","country_code":"GB","type":"education","lineage":["https://openalex.org/I71637028"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Abdullah Alshammari","raw_affiliation_strings":["School of Computing, Engineering and Mathematics, University of Brighton, Brighton, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing, Engineering and Mathematics, University of Brighton, Brighton, UK","institution_ids":["https://openalex.org/I71637028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048457154","display_name":"Stelios Kapetanakis","orcid":null},"institutions":[{"id":"https://openalex.org/I71637028","display_name":"University of Brighton","ror":"https://ror.org/04kp2b655","country_code":"GB","type":"education","lineage":["https://openalex.org/I71637028"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stelios Kapetanakis","raw_affiliation_strings":["School of Computing, Engineering and Mathematics, University of Brighton, Brighton, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing, Engineering and Mathematics, University of Brighton, Brighton, UK","institution_ids":["https://openalex.org/I71637028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057646974","display_name":"Nikolaos Polatidis","orcid":"https://orcid.org/0000-0003-4249-4953"},"institutions":[{"id":"https://openalex.org/I71637028","display_name":"University of Brighton","ror":"https://ror.org/04kp2b655","country_code":"GB","type":"education","lineage":["https://openalex.org/I71637028"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Nikolaos Polatidis","raw_affiliation_strings":["School of Computing, Engineering and Mathematics, University of Brighton, Brighton, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing, Engineering and Mathematics, University of Brighton, Brighton, UK","institution_ids":["https://openalex.org/I71637028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029449255","display_name":"Roger Evans","orcid":"https://orcid.org/0000-0001-9506-6587"},"institutions":[{"id":"https://openalex.org/I71637028","display_name":"University of Brighton","ror":"https://ror.org/04kp2b655","country_code":"GB","type":"education","lineage":["https://openalex.org/I71637028"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Roger Evans","raw_affiliation_strings":["School of Computing, Engineering and Mathematics, University of Brighton, Brighton, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing, Engineering and Mathematics, University of Brighton, Brighton, UK","institution_ids":["https://openalex.org/I71637028"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023143842","display_name":"Gharbi Alshammari","orcid":"https://orcid.org/0000-0001-8851-6180"},"institutions":[{"id":"https://openalex.org/I71637028","display_name":"University of Brighton","ror":"https://ror.org/04kp2b655","country_code":"GB","type":"education","lineage":["https://openalex.org/I71637028"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Gharbi Alshammari","raw_affiliation_strings":["School of Computing, Engineering and Mathematics, University of Brighton, Brighton, UK"],"affiliations":[{"raw_affiliation_string":"School of Computing, Engineering and Mathematics, University of Brighton, Brighton, UK","institution_ids":["https://openalex.org/I71637028"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5028854479"],"corresponding_institution_ids":["https://openalex.org/I71637028"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.4587,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.60906981,"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":"93","last_page":"105"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9994999766349792,"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":0.9994999766349792,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/T11478","display_name":"Caching and Content Delivery","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/computer-science","display_name":"Computer science","score":0.8707466125488281},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.8190526366233826},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5663293600082397},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.5599960684776306},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5549827814102173},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5409051775932312},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5366688370704651},{"id":"https://openalex.org/keywords/information-overload","display_name":"Information overload","score":0.5151289701461792},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.5049448609352112},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.47724366188049316},{"id":"https://openalex.org/keywords/user-information","display_name":"User information","score":0.46249914169311523},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.4435027539730072},{"id":"https://openalex.org/keywords/personally-identifiable-information","display_name":"Personally identifiable information","score":0.4270431697368622},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3555174469947815},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33906853199005127},{"id":"https://openalex.org/keywords/information-system","display_name":"Information system","score":0.24649578332901},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.12508782744407654}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8707466125488281},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.8190526366233826},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5663293600082397},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5599960684776306},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5549827814102173},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5409051775932312},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5366688370704651},{"id":"https://openalex.org/C186625053","wikidata":"https://www.wikidata.org/wiki/Q1130191","display_name":"Information overload","level":2,"score":0.5151289701461792},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.5049448609352112},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.47724366188049316},{"id":"https://openalex.org/C2777622855","wikidata":"https://www.wikidata.org/wiki/Q7901844","display_name":"User information","level":3,"score":0.46249914169311523},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4435027539730072},{"id":"https://openalex.org/C169093310","wikidata":"https://www.wikidata.org/wiki/Q3702971","display_name":"Personally identifiable information","level":2,"score":0.4270431697368622},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3555174469947815},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33906853199005127},{"id":"https://openalex.org/C180198813","wikidata":"https://www.wikidata.org/wiki/Q121182","display_name":"Information system","level":2,"score":0.24649578332901},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.12508782744407654},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-030-28377-3_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-28377-3_8","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"},{"id":"pmh:oai:pure.atira.dk:openaire/a7fd8215-8379-48fe-9712-cd95e1a50034","is_oa":true,"landing_page_url":"https://research.brighton.ac.uk/en/publications/a7fd8215-8379-48fe-9712-cd95e1a50034","pdf_url":null,"source":{"id":"https://openalex.org/S4306401758","display_name":"University of Brighton Repository (University of Brighton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71637028","host_organization_name":"University of Brighton","host_organization_lineage":["https://openalex.org/I71637028"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Alshammari, A, Kapetanakis, S, Polatidis, N, Evans, R & Alshammari, G 2019, Twitter User Modeling based on Indirect Explicit Relationships for Personalized Recommendations. in N T Nguyen, R Chbeir, E Exposito, P Aniort\u00e9, B Trawinski & N T Nguyen (eds), Computational Collective Intelligence - 11th International Conference, ICCCI 2019, Proceedings : 11th International Conference, ICCCI 2019, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11683 LNAI, Springer International, pp. 93-105, 11th International Conference on Computational Collective Intelligence, ICCCI 2019, Hendaye , France, 4/09/19. https://doi.org/10.1007/978-3-030-28377-3_8","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.atira.dk:publications/a7fd8215-8379-48fe-9712-cd95e1a50034","is_oa":true,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85072852736&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306401758","display_name":"University of Brighton Repository (University of Brighton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71637028","host_organization_name":"University of Brighton","host_organization_lineage":["https://openalex.org/I71637028"],"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":"Alshammari, A, Kapetanakis, S, Polatidis, N, Evans, R & Alshammari, G 2019, Twitter User Modeling based on Indirect Explicit Relationships for Personalized Recommendations. in N T Nguyen, R Chbeir, E Exposito, P Aniort\u00e9, B Trawinski & N T Nguyen (eds), Computational Collective Intelligence - 11th International Conference, ICCCI 2019, Proceedings : 11th International Conference, ICCCI 2019, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11683 LNAI, Springer International, pp. 93-105, 11th International Conference on Computational Collective Intelligence, ICCCI 2019, Hendaye , France, 4/09/19. https://doi.org/10.1007/978-3-030-28377-3_8","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire/a7fd8215-8379-48fe-9712-cd95e1a50034","is_oa":true,"landing_page_url":"https://research.brighton.ac.uk/en/publications/a7fd8215-8379-48fe-9712-cd95e1a50034","pdf_url":null,"source":{"id":"https://openalex.org/S4306401758","display_name":"University of Brighton Repository (University of Brighton)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71637028","host_organization_name":"University of Brighton","host_organization_lineage":["https://openalex.org/I71637028"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Alshammari, A, Kapetanakis, S, Polatidis, N, Evans, R & Alshammari, G 2019, Twitter User Modeling based on Indirect Explicit Relationships for Personalized Recommendations. in N T Nguyen, R Chbeir, E Exposito, P Aniort\u00e9, B Trawinski & N T Nguyen (eds), Computational Collective Intelligence - 11th International Conference, ICCCI 2019, Proceedings : 11th International Conference, ICCCI 2019, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11683 LNAI, Springer International, pp. 93-105, 11th International Conference on Computational Collective Intelligence, ICCCI 2019, Hendaye , France, 4/09/19. https://doi.org/10.1007/978-3-030-28377-3_8","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W800461572","https://openalex.org/W811556624","https://openalex.org/W1967579779","https://openalex.org/W1975559237","https://openalex.org/W2036397140","https://openalex.org/W2044591834","https://openalex.org/W2073215594","https://openalex.org/W2076219102","https://openalex.org/W2108630796","https://openalex.org/W2114510817","https://openalex.org/W2145131124","https://openalex.org/W2189166599","https://openalex.org/W2221728952","https://openalex.org/W2527825889","https://openalex.org/W2577964524","https://openalex.org/W2922958628"],"related_works":["https://openalex.org/W4251329182","https://openalex.org/W1599110641","https://openalex.org/W1575740715","https://openalex.org/W1549403601","https://openalex.org/W2497510784","https://openalex.org/W2078352417","https://openalex.org/W4252183363","https://openalex.org/W2787177576","https://openalex.org/W2418053903","https://openalex.org/W2098758514"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
