{"id":"https://openalex.org/W4400217992","doi":"https://doi.org/10.1007/978-3-031-64608-9_6","title":"On the\u00a0Use of\u00a0Predictive Deep Learning Approaches in\u00a0the\u00a0Frequency and\u00a0Uniqueness-Based Representation of\u00a0Sequential Browsing Events","display_name":"On the\u00a0Use of\u00a0Predictive Deep Learning Approaches in\u00a0the\u00a0Frequency and\u00a0Uniqueness-Based Representation of\u00a0Sequential Browsing Events","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4400217992","doi":"https://doi.org/10.1007/978-3-031-64608-9_6"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-64608-9_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-64608-9_6","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/A5012824128","display_name":"Hakan Hakvar","orcid":"https://orcid.org/0009-0008-5280-5800"},"institutions":[{"id":"https://openalex.org/I4210101260","display_name":"T\u00fcrkisch-Deutsche Universit\u00e4t","ror":"https://ror.org/017bbc354","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210101260"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Hakan Hakvar","raw_affiliation_strings":["Fibabanka R &D Center, Istanbul, T\u00fcrkiye"],"raw_orcid":"https://orcid.org/0009-0008-5280-5800","affiliations":[{"raw_affiliation_string":"Fibabanka R &D Center, Istanbul, T\u00fcrkiye","institution_ids":["https://openalex.org/I4210101260"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021748460","display_name":"Cansu Cavuldak","orcid":"https://orcid.org/0009-0005-6948-1011"},"institutions":[{"id":"https://openalex.org/I4210101260","display_name":"T\u00fcrkisch-Deutsche Universit\u00e4t","ror":"https://ror.org/017bbc354","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210101260"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Cansu Cavuldak","raw_affiliation_strings":["Fibabanka R &D Center, Istanbul, T\u00fcrkiye"],"raw_orcid":"https://orcid.org/0009-0005-6948-1011","affiliations":[{"raw_affiliation_string":"Fibabanka R &D Center, Istanbul, T\u00fcrkiye","institution_ids":["https://openalex.org/I4210101260"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001610264","display_name":"O\u011fulcan S\u00f6yler","orcid":null},"institutions":[{"id":"https://openalex.org/I4210101260","display_name":"T\u00fcrkisch-Deutsche Universit\u00e4t","ror":"https://ror.org/017bbc354","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210101260"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"O\u011fulcan S\u00f6yler","raw_affiliation_strings":["Fibabanka R &D Center, Istanbul, T\u00fcrkiye"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fibabanka R &D Center, Istanbul, T\u00fcrkiye","institution_ids":["https://openalex.org/I4210101260"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099788544","display_name":"Yusuf Suba\u015f\u0131","orcid":"https://orcid.org/0009-0000-8955-025X"},"institutions":[{"id":"https://openalex.org/I4210101260","display_name":"T\u00fcrkisch-Deutsche Universit\u00e4t","ror":"https://ror.org/017bbc354","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210101260"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Yusuf Suba\u015f\u0131","raw_affiliation_strings":["Fibabanka R &D Center, Istanbul, T\u00fcrkiye"],"raw_orcid":"https://orcid.org/0009-0000-8955-025X","affiliations":[{"raw_affiliation_string":"Fibabanka R &D Center, Istanbul, T\u00fcrkiye","institution_ids":["https://openalex.org/I4210101260"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065107029","display_name":"Y\u0131ld\u0131z Karaday\u0131","orcid":"https://orcid.org/0000-0002-5064-634X"},"institutions":[{"id":"https://openalex.org/I4210101260","display_name":"T\u00fcrkisch-Deutsche Universit\u00e4t","ror":"https://ror.org/017bbc354","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210101260"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Y\u0131ld\u0131z Karaday\u0131","raw_affiliation_strings":["Fibabanka R &D Center, Istanbul, T\u00fcrkiye"],"raw_orcid":"https://orcid.org/0000-0002-5064-634X","affiliations":[{"raw_affiliation_string":"Fibabanka R &D Center, Istanbul, T\u00fcrkiye","institution_ids":["https://openalex.org/I4210101260"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045081843","display_name":"Ilg\u0131n \u015eafak","orcid":"https://orcid.org/0000-0002-2788-7276"},"institutions":[{"id":"https://openalex.org/I4210101260","display_name":"T\u00fcrkisch-Deutsche Universit\u00e4t","ror":"https://ror.org/017bbc354","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210101260"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ilg\u0131n \u015eafak","raw_affiliation_strings":["Fibabanka R &D Center, Istanbul, T\u00fcrkiye"],"raw_orcid":"https://orcid.org/0000-0002-2788-7276","affiliations":[{"raw_affiliation_string":"Fibabanka R &D Center, Istanbul, T\u00fcrkiye","institution_ids":["https://openalex.org/I4210101260"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042387193","display_name":"Nail Ta\u015fgetiren","orcid":"https://orcid.org/0000-0001-9001-0736"},"institutions":[{"id":"https://openalex.org/I4210101260","display_name":"T\u00fcrkisch-Deutsche Universit\u00e4t","ror":"https://ror.org/017bbc354","country_code":"TR","type":"education","lineage":["https://openalex.org/I4210101260"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Nail Ta\u015fgetiren","raw_affiliation_strings":["Hepsiburada R &D Center, Istanbul, T\u00fcrkiye"],"raw_orcid":"https://orcid.org/0000-0001-9001-0736","affiliations":[{"raw_affiliation_string":"Hepsiburada R &D Center, Istanbul, T\u00fcrkiye","institution_ids":["https://openalex.org/I4210101260"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036873257","display_name":"Mehmet S. Akta\u015f","orcid":"https://orcid.org/0000-0001-7908-5067"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mehmet S. Akta\u015f","raw_affiliation_strings":["Y\u0131ld\u0131z Technical University, Computer Engineering Department, Istanbul, T\u00fcrkiye"],"raw_orcid":"https://orcid.org/0000-0001-7908-5067","affiliations":[{"raw_affiliation_string":"Y\u0131ld\u0131z Technical University, Computer Engineering Department, Istanbul, T\u00fcrkiye","institution_ids":["https://openalex.org/I48912391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5012824128"],"corresponding_institution_ids":["https://openalex.org/I4210101260"],"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":0.21264368,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"83","last_page":"100"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10028","display_name":"Topic Modeling","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.8526750802993774},{"id":"https://openalex.org/keywords/uniqueness","display_name":"Uniqueness","score":0.6830343008041382},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6008310317993164},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5412222146987915},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39876148104667664},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.05922156572341919}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8526750802993774},{"id":"https://openalex.org/C2777021972","wikidata":"https://www.wikidata.org/wiki/Q22976830","display_name":"Uniqueness","level":2,"score":0.6830343008041382},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6008310317993164},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5412222146987915},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39876148104667664},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.05922156572341919},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-64608-9_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-64608-9_6","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":29,"referenced_works":["https://openalex.org/W2064675550","https://openalex.org/W2101105183","https://openalex.org/W2127795553","https://openalex.org/W2154851992","https://openalex.org/W2511871973","https://openalex.org/W2519887557","https://openalex.org/W2758602106","https://openalex.org/W2786148476","https://openalex.org/W2899831870","https://openalex.org/W2914059076","https://openalex.org/W2956530858","https://openalex.org/W2962756421","https://openalex.org/W2969545244","https://openalex.org/W2987931181","https://openalex.org/W3001069493","https://openalex.org/W3080763598","https://openalex.org/W3095609162","https://openalex.org/W3104097132","https://openalex.org/W3105248300","https://openalex.org/W3138644803","https://openalex.org/W3139038810","https://openalex.org/W3187063016","https://openalex.org/W3211474268","https://openalex.org/W4206489803","https://openalex.org/W4286728510","https://openalex.org/W4287855125","https://openalex.org/W4324117851","https://openalex.org/W6732015709","https://openalex.org/W6936242187"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}