{"id":"https://openalex.org/W2792288045","doi":"https://doi.org/10.1007/978-3-319-78208-9_14","title":"A Personalized Location-Based and Serendipity-Oriented Point of Interest Recommender Assistant Based on Behavioral Patterns","display_name":"A Personalized Location-Based and Serendipity-Oriented Point of Interest Recommender Assistant Based on Behavioral Patterns","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2792288045","doi":"https://doi.org/10.1007/978-3-319-78208-9_14","mag":"2792288045"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-78208-9_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-78208-9_14","pdf_url":null,"source":{"id":"https://openalex.org/S4210190054","display_name":"Lecture notes in geoinformation and cartography","issn_l":"1863-2246","issn":["1863-2246","1863-2351"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Geoinformation and Cartography","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/A5064559962","display_name":"Samira Khoshahval","orcid":null},"institutions":[{"id":"https://openalex.org/I80543232","display_name":"K.N.Toosi University of Technology","ror":"https://ror.org/0433abe34","country_code":"IR","type":"education","lineage":["https://openalex.org/I80543232"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Samira Khoshahval","raw_affiliation_strings":["Faculty of Geodesy and Geomatics Engineering, K. N. Toosi University of Technology, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Geodesy and Geomatics Engineering, K. N. Toosi University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I80543232"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011461918","display_name":"Mahdi Farnaghi","orcid":"https://orcid.org/0000-0002-3071-5563"},"institutions":[{"id":"https://openalex.org/I187531555","display_name":"Lund University","ror":"https://ror.org/012a77v79","country_code":"SE","type":"education","lineage":["https://openalex.org/I187531555"]},{"id":"https://openalex.org/I80543232","display_name":"K.N.Toosi University of Technology","ror":"https://ror.org/0433abe34","country_code":"IR","type":"education","lineage":["https://openalex.org/I80543232"]}],"countries":["IR","SE"],"is_corresponding":false,"raw_author_name":"Mahdi Farnaghi","raw_affiliation_strings":["Department of Physical Geography and Ecosystem Science, GIS Center, Lund University, Lund, Sweden","Faculty of Geodesy and Geomatics Engineering, K. N. Toosi University of Technology, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physical Geography and Ecosystem Science, GIS Center, Lund University, Lund, Sweden","institution_ids":["https://openalex.org/I187531555"]},{"raw_affiliation_string":"Faculty of Geodesy and Geomatics Engineering, K. N. Toosi University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I80543232"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077102488","display_name":"Mohammad Taleai","orcid":"https://orcid.org/0000-0002-8419-4425"},"institutions":[{"id":"https://openalex.org/I80543232","display_name":"K.N.Toosi University of Technology","ror":"https://ror.org/0433abe34","country_code":"IR","type":"education","lineage":["https://openalex.org/I80543232"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammad Taleai","raw_affiliation_strings":["Faculty of Geodesy and Geomatics Engineering, K. N. Toosi University of Technology, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Geodesy and Geomatics Engineering, K. N. Toosi University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I80543232"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039105124","display_name":"Ali Mansourian","orcid":"https://orcid.org/0000-0001-6812-4307"},"institutions":[{"id":"https://openalex.org/I187531555","display_name":"Lund University","ror":"https://ror.org/012a77v79","country_code":"SE","type":"education","lineage":["https://openalex.org/I187531555"]},{"id":"https://openalex.org/I80543232","display_name":"K.N.Toosi University of Technology","ror":"https://ror.org/0433abe34","country_code":"IR","type":"education","lineage":["https://openalex.org/I80543232"]}],"countries":["IR","SE"],"is_corresponding":false,"raw_author_name":"Ali Mansourian","raw_affiliation_strings":["Center for Middle Eastern Studies, Lund University, Lund, Sweden","Department of Physical Geography and Ecosystem Science/GIS Centre, Lund University, Lund, Sweden","Faculty of Geodesy and Geomatics Engineering, K. N. Toosi University of Technology, Tehran, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Middle Eastern Studies, Lund University, Lund, Sweden","institution_ids":["https://openalex.org/I187531555"]},{"raw_affiliation_string":"Department of Physical Geography and Ecosystem Science/GIS Centre, Lund University, Lund, Sweden","institution_ids":["https://openalex.org/I187531555"]},{"raw_affiliation_string":"Faculty of Geodesy and Geomatics Engineering, K. N. Toosi University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I80543232"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.8013,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.93258856,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"271","last_page":"289"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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":0.982699990272522,"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":0.9552000164985657,"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/serendipity","display_name":"Serendipity","score":0.8778818845748901},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.7547835111618042},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7310687303543091},{"id":"https://openalex.org/keywords/point-of-interest","display_name":"Point of interest","score":0.6973491311073303},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.6760781407356262},{"id":"https://openalex.org/keywords/behavioral-pattern","display_name":"Behavioral pattern","score":0.6481325626373291},{"id":"https://openalex.org/keywords/collaborative-filtering","display_name":"Collaborative filtering","score":0.5967556238174438},{"id":"https://openalex.org/keywords/mobile-apps","display_name":"Mobile apps","score":0.5099118947982788},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5023500919342041},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.4550344944000244},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.4350106120109558},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4085048735141754},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3831137716770172},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3644660413265228},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.34309494495391846},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3330059051513672},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.09939929842948914},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.09760412573814392}],"concepts":[{"id":"https://openalex.org/C2779119418","wikidata":"https://www.wikidata.org/wiki/Q166039","display_name":"Serendipity","level":2,"score":0.8778818845748901},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7547835111618042},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7310687303543091},{"id":"https://openalex.org/C150140777","wikidata":"https://www.wikidata.org/wiki/Q960648","display_name":"Point of interest","level":2,"score":0.6973491311073303},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.6760781407356262},{"id":"https://openalex.org/C83804111","wikidata":"https://www.wikidata.org/wiki/Q1063558","display_name":"Behavioral pattern","level":2,"score":0.6481325626373291},{"id":"https://openalex.org/C21569690","wikidata":"https://www.wikidata.org/wiki/Q94702","display_name":"Collaborative filtering","level":3,"score":0.5967556238174438},{"id":"https://openalex.org/C2988145974","wikidata":"https://www.wikidata.org/wiki/Q620615","display_name":"Mobile apps","level":2,"score":0.5099118947982788},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5023500919342041},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.4550344944000244},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.4350106120109558},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4085048735141754},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3831137716770172},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3644660413265228},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.34309494495391846},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3330059051513672},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.09939929842948914},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.09760412573814392},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-78208-9_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-78208-9_14","pdf_url":null,"source":{"id":"https://openalex.org/S4210190054","display_name":"Lecture notes in geoinformation and cartography","issn_l":"1863-2246","issn":["1863-2246","1863-2351"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Geoinformation and Cartography","raw_type":"book-chapter"},{"id":"pmh:oai:lup.lub.lu.se:4bc5a87b-f5e1-404b-9be3-0273c5574103","is_oa":false,"landing_page_url":"https://lup.lub.lu.se/record/4bc5a87b-f5e1-404b-9be3-0273c5574103","pdf_url":null,"source":{"id":"https://openalex.org/S4306400536","display_name":"Lund University Publications (Lund University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I187531555","host_organization_name":"Lund University","host_organization_lineage":["https://openalex.org/I187531555"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISSN: 1863-2246","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.47999998927116394,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W578585133","https://openalex.org/W824612272","https://openalex.org/W1690919088","https://openalex.org/W1971040550","https://openalex.org/W2007636657","https://openalex.org/W2009779426","https://openalex.org/W2014447309","https://openalex.org/W2042281163","https://openalex.org/W2044023374","https://openalex.org/W2049670925","https://openalex.org/W2071702404","https://openalex.org/W2073013176","https://openalex.org/W2087692915","https://openalex.org/W2090667601","https://openalex.org/W2090702599","https://openalex.org/W2106858492","https://openalex.org/W2108630796","https://openalex.org/W2115639613","https://openalex.org/W2117311203","https://openalex.org/W2117895438","https://openalex.org/W2130438374","https://openalex.org/W2141138172","https://openalex.org/W2155912844","https://openalex.org/W2161676175","https://openalex.org/W2164646033","https://openalex.org/W2166559705","https://openalex.org/W2167686542","https://openalex.org/W2171960770","https://openalex.org/W2189936406","https://openalex.org/W2218958213","https://openalex.org/W2405496393","https://openalex.org/W2521769738","https://openalex.org/W2625157403","https://openalex.org/W2750717683","https://openalex.org/W2908054697","https://openalex.org/W3121809606","https://openalex.org/W4211160169"],"related_works":["https://openalex.org/W4205615116","https://openalex.org/W2154428221","https://openalex.org/W2531086667","https://openalex.org/W2045676999","https://openalex.org/W35325473","https://openalex.org/W3125216959","https://openalex.org/W2129390568","https://openalex.org/W2765630348","https://openalex.org/W4214728103","https://openalex.org/W2973053257"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
