{"id":"https://openalex.org/W7134168983","doi":"https://doi.org/10.1109/bigdata66926.2025.11401493","title":"Balancing Recency and Order in Session Representations: A Temporal\u2013Sequential Embedding Approach for Clickstream Analytics","display_name":"Balancing Recency and Order in Session Representations: A Temporal\u2013Sequential Embedding Approach for Clickstream Analytics","publication_year":2025,"publication_date":"2025-12-08","ids":{"openalex":"https://openalex.org/W7134168983","doi":"https://doi.org/10.1109/bigdata66926.2025.11401493"},"language":null,"primary_location":{"id":"doi:10.1109/bigdata66926.2025.11401493","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11401493","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"},"type":"article","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/A5128358064","display_name":"Mahmut Aslan","orcid":null},"institutions":[{"id":"https://openalex.org/I4101805","display_name":"Y\u0131ld\u0131z Technical University","ror":"https://ror.org/0547yzj13","country_code":"TR","type":"education","lineage":["https://openalex.org/I4101805"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Mahmut Aslan","raw_affiliation_strings":["Y&#x0131;ld&#x0131;z Technical University,Department of Computer Engineering,Istanbul,Turkey"],"affiliations":[{"raw_affiliation_string":"Y&#x0131;ld&#x0131;z Technical University,Department of Computer Engineering,Istanbul,Turkey","institution_ids":["https://openalex.org/I4101805"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112746074","display_name":"Yekta Said CAN","orcid":null},"institutions":[{"id":"https://openalex.org/I4210152669","display_name":"Teknoloji Arastirma ve Gelistirme Endustriyel Urunler Bilisim Teknolojileri San Tic","ror":"https://ror.org/040nc8096","country_code":"TR","type":"company","lineage":["https://openalex.org/I4210152669"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Yekta Said Can","raw_affiliation_strings":["Tatilsepeti Inc.,Research and Development Center,Istanbul,Turkey"],"affiliations":[{"raw_affiliation_string":"Tatilsepeti Inc.,Research and Development Center,Istanbul,Turkey","institution_ids":["https://openalex.org/I4210152669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086541947","display_name":"Efe Batur Giritli","orcid":null},"institutions":[{"id":"https://openalex.org/I4210152669","display_name":"Teknoloji Arastirma ve Gelistirme Endustriyel Urunler Bilisim Teknolojileri San Tic","ror":"https://ror.org/040nc8096","country_code":"TR","type":"company","lineage":["https://openalex.org/I4210152669"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Efe Batur Giritli","raw_affiliation_strings":["Tatilsepeti Inc.,Research and Development Center,Istanbul,Turkey"],"affiliations":[{"raw_affiliation_string":"Tatilsepeti Inc.,Research and Development Center,Istanbul,Turkey","institution_ids":["https://openalex.org/I4210152669"]}]},{"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/I4101805","display_name":"Y\u0131ld\u0131z Technical University","ror":"https://ror.org/0547yzj13","country_code":"TR","type":"education","lineage":["https://openalex.org/I4101805"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mehmet S. Aktas","raw_affiliation_strings":["Y&#x0131;ld&#x0131;z Technical University,Department of Computer Engineering,Istanbul,Turkey"],"affiliations":[{"raw_affiliation_string":"Y&#x0131;ld&#x0131;z Technical University,Department of Computer Engineering,Istanbul,Turkey","institution_ids":["https://openalex.org/I4101805"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5128358064"],"corresponding_institution_ids":["https://openalex.org/I4101805"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.83621923,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"5362","last_page":"5372"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.10830000042915344,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.10830000042915344,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.09960000216960907,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.09000000357627869,"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/clickstream","display_name":"Clickstream","score":0.8360000252723694},{"id":"https://openalex.org/keywords/session","display_name":"Session (web analytics)","score":0.7840999960899353},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6363999843597412},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.59579998254776},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.45820000767707825}],"concepts":[{"id":"https://openalex.org/C138744977","wikidata":"https://www.wikidata.org/wiki/Q5132438","display_name":"Clickstream","level":5,"score":0.8360000252723694},{"id":"https://openalex.org/C2779182362","wikidata":"https://www.wikidata.org/wiki/Q17126187","display_name":"Session (web analytics)","level":2,"score":0.7840999960899353},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7548999786376953},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6363999843597412},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.59579998254776},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.45820000767707825},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3370000123977661},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.33070001006126404},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3095000088214874},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.29829999804496765},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.259799987077713},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25870001316070557},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.25369998812675476}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata66926.2025.11401493","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11401493","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W26885468","https://openalex.org/W2343066533","https://openalex.org/W3138644803","https://openalex.org/W3162650135","https://openalex.org/W3211474268","https://openalex.org/W4224321244","https://openalex.org/W4306317080","https://openalex.org/W4323313145","https://openalex.org/W4377103131","https://openalex.org/W4385994594","https://openalex.org/W4386093602","https://openalex.org/W4386251110","https://openalex.org/W4386955160","https://openalex.org/W4387938697","https://openalex.org/W4388657202","https://openalex.org/W4389458665","https://openalex.org/W4389690649","https://openalex.org/W4392194025","https://openalex.org/W4394910469","https://openalex.org/W4403196468","https://openalex.org/W4405945620","https://openalex.org/W4408426526","https://openalex.org/W4411659504","https://openalex.org/W4412045860","https://openalex.org/W4412682265"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-09T07:06:17.341095","created_date":"2026-03-09T00:00:00"}
