{"id":"https://openalex.org/W3093736438","doi":"https://doi.org/10.1145/3340531.3412696","title":"Deep Behavior Tracing with Multi-level Temporality Preserved Embedding","display_name":"Deep Behavior Tracing with Multi-level Temporality Preserved Embedding","publication_year":2020,"publication_date":"2020-10-19","ids":{"openalex":"https://openalex.org/W3093736438","doi":"https://doi.org/10.1145/3340531.3412696","mag":"3093736438"},"language":"en","primary_location":{"id":"doi:10.1145/3340531.3412696","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3340531.3412696","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM International Conference on Information & Knowledge Management","raw_type":"proceedings-article"},"type":"conference-paper","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/A5069512988","display_name":"Runze Wu","orcid":"https://orcid.org/0000-0002-6986-5825"},"institutions":[{"id":"https://openalex.org/I4210091137","display_name":"NetEase (China)","ror":"https://ror.org/00fp6fj05","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210091137"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Runze Wu","raw_affiliation_strings":["Fuxi AI Lab, NetEase Games, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fuxi AI Lab, NetEase Games, Hangzhou, China","institution_ids":["https://openalex.org/I4210091137"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101724638","display_name":"Hao Deng","orcid":"https://orcid.org/0000-0003-3226-8696"},"institutions":[{"id":"https://openalex.org/I4210091137","display_name":"NetEase (China)","ror":"https://ror.org/00fp6fj05","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210091137"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Deng","raw_affiliation_strings":["Fuxi AI Lab, NetEase Games, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fuxi AI Lab, NetEase Games, Hangzhou, China","institution_ids":["https://openalex.org/I4210091137"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034278506","display_name":"Jianrong Tao","orcid":"https://orcid.org/0000-0003-1807-9522"},"institutions":[{"id":"https://openalex.org/I4210091137","display_name":"NetEase (China)","ror":"https://ror.org/00fp6fj05","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210091137"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianrong Tao","raw_affiliation_strings":["Fuxi AI Lab, NetEase Games, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fuxi AI Lab, NetEase Games, Hangzhou, China","institution_ids":["https://openalex.org/I4210091137"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022008180","display_name":"Changjie Fan","orcid":"https://orcid.org/0000-0001-5420-0516"},"institutions":[{"id":"https://openalex.org/I4210091137","display_name":"NetEase (China)","ror":"https://ror.org/00fp6fj05","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210091137"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changjie Fan","raw_affiliation_strings":["Fuxi AI Lab, NetEase Games, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fuxi AI Lab, NetEase Games, Hangzhou, China","institution_ids":["https://openalex.org/I4210091137"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100453144","display_name":"Qi Liu","orcid":"https://orcid.org/0000-0001-5378-6404"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Liu","raw_affiliation_strings":["University of Science and Technology of China, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101957211","display_name":"Liang Chen","orcid":"https://orcid.org/0000-0002-3149-0239"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Chen","raw_affiliation_strings":["Sun Yat-Sen University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sun Yat-Sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.542,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.84518452,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"2813","last_page":"2820"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9983999729156494,"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"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9983999729156494,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9968000054359436,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8004375696182251},{"id":"https://openalex.org/keywords/tracing","display_name":"Tracing","score":0.7372346520423889},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5308187007904053},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.49457094073295593},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.48156407475471497},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.47850123047828674},{"id":"https://openalex.org/keywords/temporality","display_name":"Temporality","score":0.4754966199398041},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.38979989290237427},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32423919439315796},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.10267281532287598}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8004375696182251},{"id":"https://openalex.org/C138673069","wikidata":"https://www.wikidata.org/wiki/Q322229","display_name":"Tracing","level":2,"score":0.7372346520423889},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5308187007904053},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.49457094073295593},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.48156407475471497},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.47850123047828674},{"id":"https://openalex.org/C141679102","wikidata":"https://www.wikidata.org/wiki/Q3517747","display_name":"Temporality","level":2,"score":0.4754966199398041},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.38979989290237427},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32423919439315796},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.10267281532287598},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3340531.3412696","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3340531.3412696","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 29th ACM International Conference on Information & Knowledge Management","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":28,"referenced_works":["https://openalex.org/W1497522841","https://openalex.org/W1522301498","https://openalex.org/W2034978228","https://openalex.org/W2043619364","https://openalex.org/W2064675550","https://openalex.org/W2095705004","https://openalex.org/W2103388129","https://openalex.org/W2147615062","https://openalex.org/W2171279286","https://openalex.org/W2176412452","https://openalex.org/W2739639530","https://openalex.org/W2739805805","https://openalex.org/W2750004028","https://openalex.org/W2769747407","https://openalex.org/W2788090147","https://openalex.org/W2792764867","https://openalex.org/W2808377988","https://openalex.org/W2809613411","https://openalex.org/W2950512641","https://openalex.org/W2951443432","https://openalex.org/W2952403926","https://openalex.org/W2952972707","https://openalex.org/W2954800510","https://openalex.org/W2963403868","https://openalex.org/W2963981376","https://openalex.org/W2964010366","https://openalex.org/W2983108262","https://openalex.org/W3098420089"],"related_works":["https://openalex.org/W1848835803","https://openalex.org/W2765925719","https://openalex.org/W2365208004","https://openalex.org/W2767850486","https://openalex.org/W1991158085","https://openalex.org/W4247418548","https://openalex.org/W2110017778","https://openalex.org/W4229070146","https://openalex.org/W2064073692","https://openalex.org/W3208320472"],"abstract_inverted_index":{"Behavior":[0],"tracing":[1,38],"or":[2],"predicting":[3],"is":[4],"a":[5],"key":[6],"component":[7],"in":[8,72,90],"various":[9],"application":[10],"scenarios":[11],"like":[12,40],"online":[13],"user":[14,31],"modeling":[15],"and":[16,28,42,50,86],"ubiquitous":[17],"computing,":[18],"which":[19],"significantly":[20],"benefits":[21],"the":[22,30,52,57,68,73,78,87,91,96],"system":[23],"design":[24],"(e.g.,":[25,33],"resource":[26],"pre-caching)":[27],"improves":[29],"experience":[32],"personalized":[34],"recommendation).":[35],"Traditional":[36],"behavior":[37,75,98],"methods":[39,64],"Markovian":[41],"sequential":[43],"models":[44],"take":[45],"recent":[46,74],"behaviors":[47],"as":[48],"input":[49],"infer":[51],"next":[53],"move":[54],"by":[55],"using":[56],"most":[58],"real-time":[59],"information.":[60],"However,":[61],"these":[62],"existing":[63],"rarely":[65],"comprehensively":[66],"model":[67],"low-level":[69],"temporal":[70],"irregularity":[71],"sequence,":[76],"i.e.,":[77,95],"unevenly":[79],"distributed":[80],"time":[81],"intervals":[82],"between":[83],"consecutive":[84],"behaviors,":[85],"high-level":[88],"periodicity":[89],"long-term":[92],"activity":[93],"cycle,":[94],"periodic":[97],"patterns":[99],"of":[100],"each":[101],"user.":[102]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}