{"id":"https://openalex.org/W2886617176","doi":"https://doi.org/10.1145/3232116.3232130","title":"Research on the prediction of user behavior based on neural network","display_name":"Research on the prediction of user behavior based on neural network","publication_year":2018,"publication_date":"2018-05-19","ids":{"openalex":"https://openalex.org/W2886617176","doi":"https://doi.org/10.1145/3232116.3232130","mag":"2886617176"},"language":"en","primary_location":{"id":"doi:10.1145/3232116.3232130","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3232116.3232130","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Intelligent Information Processing","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/A5068340608","display_name":"Ge Yunsheng","orcid":null},"institutions":[{"id":"https://openalex.org/I38706770","display_name":"Guilin University of Technology","ror":"https://ror.org/03z391397","country_code":"CN","type":"education","lineage":["https://openalex.org/I38706770"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ge Yunsheng","raw_affiliation_strings":["College of Information Science and Engineering, Guilin University of Technology, Guilin, Guangxi"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Guilin University of Technology, Guilin, Guangxi","institution_ids":["https://openalex.org/I38706770"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhang Qianqian","orcid":null},"institutions":[{"id":"https://openalex.org/I38706770","display_name":"Guilin University of Technology","ror":"https://ror.org/03z391397","country_code":"CN","type":"education","lineage":["https://openalex.org/I38706770"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhang Qianqian","raw_affiliation_strings":["College of Information Science and Engineering, Guilin University of Technology, Guilin, Guangxi"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Guilin University of Technology, Guilin, Guangxi","institution_ids":["https://openalex.org/I38706770"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046524386","display_name":"Jie Kong","orcid":"https://orcid.org/0000-0003-2456-9595"},"institutions":[{"id":"https://openalex.org/I38706770","display_name":"Guilin University of Technology","ror":"https://ror.org/03z391397","country_code":"CN","type":"education","lineage":["https://openalex.org/I38706770"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kong Jie","raw_affiliation_strings":["College of Information Science and Engineering, Guilin University of Technology, Guilin, Guangxi"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Engineering, Guilin University of Technology, Guilin, Guangxi","institution_ids":["https://openalex.org/I38706770"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I38706770"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"82","last_page":"87"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9648000001907349,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9648000001907349,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9545000195503235,"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/T14413","display_name":"Advanced Technologies in Various Fields","score":0.9460999965667725,"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":0.7292410135269165},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6985650062561035},{"id":"https://openalex.org/keywords/purchasing","display_name":"Purchasing","score":0.5898630619049072},{"id":"https://openalex.org/keywords/judgement","display_name":"Judgement","score":0.5733856558799744},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5364577770233154},{"id":"https://openalex.org/keywords/user-modeling","display_name":"User modeling","score":0.498462438583374},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4810481369495392},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4555351734161377},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43381842970848083},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3499574065208435},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.24040329456329346},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.17349350452423096},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13559964299201965},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.12701329588890076},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.12512809038162231}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7292410135269165},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6985650062561035},{"id":"https://openalex.org/C2778813691","wikidata":"https://www.wikidata.org/wiki/Q1369832","display_name":"Purchasing","level":2,"score":0.5898630619049072},{"id":"https://openalex.org/C2776548248","wikidata":"https://www.wikidata.org/wiki/Q12621536","display_name":"Judgement","level":2,"score":0.5733856558799744},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5364577770233154},{"id":"https://openalex.org/C67712803","wikidata":"https://www.wikidata.org/wiki/Q7901853","display_name":"User modeling","level":3,"score":0.498462438583374},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4810481369495392},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4555351734161377},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43381842970848083},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3499574065208435},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.24040329456329346},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.17349350452423096},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13559964299201965},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.12701329588890076},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12512809038162231},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"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/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3232116.3232130","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3232116.3232130","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 3rd International Conference on Intelligent Information Processing","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":10,"referenced_works":["https://openalex.org/W2091559316","https://openalex.org/W2247462025","https://openalex.org/W2609142990","https://openalex.org/W2612904591","https://openalex.org/W2624115299","https://openalex.org/W2772644694","https://openalex.org/W2789323148","https://openalex.org/W2793692594","https://openalex.org/W2800392236","https://openalex.org/W2811187983"],"related_works":["https://openalex.org/W2886802431","https://openalex.org/W4388216822","https://openalex.org/W1761762290","https://openalex.org/W4391191813","https://openalex.org/W4387575966","https://openalex.org/W2384262901","https://openalex.org/W2975214487","https://openalex.org/W651304006","https://openalex.org/W2345720417","https://openalex.org/W2385564112"],"abstract_inverted_index":{"In":[0],"the":[1,7,18,34,46,52,78,85,91,101],"rapid":[2],"development":[3],"of":[4,36,60,81],"social":[5,42,53,82],"networks,":[6],"user's":[8,47],"behavioral":[9],"data":[10,22,49,80],"are":[11,23],"becoming":[12],"more":[13,15],"and":[14,63],"concerned":[16],"by":[17],"researchers.":[19],"Social":[20],"user":[21,38,61,74],"diversified,":[24],"including":[25],"behavior,":[26,62],"hobbies,":[27],"purchasing":[28],"power,":[29],"this":[30],"paper":[31],"mainly":[32],"discusses":[33],"problem":[35],"predicting":[37],"behavior":[39,48,79],"in":[40,51,84],"a":[41,57],"network,":[43],"according":[44],"to":[45,72],"obtained":[50],"networking":[54],"site,":[55],"Building":[56],"prediction":[58],"model":[59,64,97],"evaluation":[65],"system,":[66],"combined":[67],"with":[68],"neural":[69,95],"network":[70,96],"algorithm":[71],"predict":[73],"behavior.":[75],"By":[76],"analyzing":[77],"users":[83],"past":[86],"time":[87],"period,":[88],"we":[89],"get":[90],"experimental":[92],"results":[93],"through":[94],"training,":[98],"indicating":[99],"that":[100],"final":[102],"judgement":[103],"level":[104],"is":[105],"highly":[106],"accurate.":[107]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
