{"id":"https://openalex.org/W7141360076","doi":"https://doi.org/10.1109/icce67443.2026.11449696","title":"On the de Bruijn Sequences Representation of User Clickstream Data","display_name":"On the de Bruijn Sequences Representation of User Clickstream Data","publication_year":2026,"publication_date":"2026-02-03","ids":{"openalex":"https://openalex.org/W7141360076","doi":"https://doi.org/10.1109/icce67443.2026.11449696"},"language":null,"primary_location":{"id":"doi:10.1109/icce67443.2026.11449696","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce67443.2026.11449696","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE International Conference on Consumer Electronics (ICCE)","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/A5101150489","display_name":"Tse-Yu Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Tse-Yu Lin","raw_affiliation_strings":["National Taiwan University,Data Science Degree Program,Taipei,Taiwan"],"affiliations":[{"raw_affiliation_string":"National Taiwan University,Data Science Degree Program,Taipei,Taiwan","institution_ids":["https://openalex.org/I16733864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101150489"],"corresponding_institution_ids":["https://openalex.org/I16733864"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.94097322,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12002","display_name":"Computability, Logic, AI Algorithms","score":0.4327999949455261,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T12002","display_name":"Computability, Logic, AI Algorithms","score":0.4327999949455261,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11269","display_name":"Algorithms and Data Compression","score":0.07129999995231628,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.04619999974966049,"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/clickstream","display_name":"Clickstream","score":0.682200014591217},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5741999745368958},{"id":"https://openalex.org/keywords/de-bruijn-sequence","display_name":"De Bruijn sequence","score":0.3799000084400177},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.30160000920295715},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.2824000120162964}],"concepts":[{"id":"https://openalex.org/C138744977","wikidata":"https://www.wikidata.org/wiki/Q5132438","display_name":"Clickstream","level":5,"score":0.682200014591217},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6622999906539917},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5741999745368958},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4059999883174896},{"id":"https://openalex.org/C170320093","wikidata":"https://www.wikidata.org/wiki/Q1953457","display_name":"De Bruijn sequence","level":2,"score":0.3799000084400177},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34040001034736633},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3133000135421753},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.30160000920295715},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.2824000120162964},{"id":"https://openalex.org/C116409475","wikidata":"https://www.wikidata.org/wiki/Q1385056","display_name":"External Data Representation","level":2,"score":0.2809999883174896},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2727999985218048},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.26669999957084656}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce67443.2026.11449696","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce67443.2026.11449696","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE International Conference on Consumer Electronics (ICCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W639947448","https://openalex.org/W2063491776","https://openalex.org/W2983923309","https://openalex.org/W4299866835","https://openalex.org/W4392248699","https://openalex.org/W4406264461"],"related_works":[],"abstract_inverted_index":{"The":[0],"user":[1,9,33],"behavior":[2,34],"clickstream":[3,37],"data":[4,38],"reflect":[5],"the":[6,18,44,50,59,64,74],"dynamics":[7],"of":[8,52,58,76],"actions":[10,16],"and":[11],"sequential":[12],"interactions":[13],"between":[14,61],"consecutive":[15],"that":[17],"usual":[19],"vector":[20],"or":[21],"matrix":[22],"embeddings":[23],"often":[24],"fail":[25],"to":[26],"capture.":[27],"In":[28],"this":[29],"paper,":[30],"we":[31],"consider":[32],"action":[35],"sequence":[36],"as":[39],"a":[40,70],"directed":[41,66],"path":[42],"in":[43,56,63,81],"de":[45],"Bruijn":[46],"graph,":[47],"allowing":[48],"for":[49,72],"comparison":[51],"different":[53],"users\u2019":[54],"behaviors":[55],"terms":[57],"distance":[60],"paths":[62],"same":[65],"graph.":[67],"This":[68],"provides":[69],"framework":[71],"studying":[73],"cost":[75],"achieving":[77],"expected":[78],"behavioral":[79],"change":[80],"graph":[82],"models.":[83]},"counts_by_year":[],"updated_date":"2026-03-29T06:01:01.467347","created_date":"2026-03-28T00:00:00"}
