{"id":"https://openalex.org/W1551632806","doi":"https://doi.org/10.1109/ccis.2014.7175708","title":"An improved deep log analysis method based on data reconstruction","display_name":"An improved deep log analysis method based on data reconstruction","publication_year":2014,"publication_date":"2014-11-01","ids":{"openalex":"https://openalex.org/W1551632806","doi":"https://doi.org/10.1109/ccis.2014.7175708","mag":"1551632806"},"language":"en","primary_location":{"id":"doi:10.1109/ccis.2014.7175708","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccis.2014.7175708","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 3rd International Conference on Cloud Computing and Intelligence Systems","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/A5052308386","display_name":"Chaofei Wang","orcid":"https://orcid.org/0000-0002-3678-691X"},"institutions":[{"id":"https://openalex.org/I4210160629","display_name":"China Information Technology Security Evaluation Center","ror":"https://ror.org/053cexp66","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210160629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaofei Wang","raw_affiliation_strings":["China Defense Science and Technology Information Center Library, Beijing, China","China Defense Science and Technology Information Center Library, Beijing 100142, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Defense Science and Technology Information Center Library, Beijing, China","institution_ids":["https://openalex.org/I4210160629"]},{"raw_affiliation_string":"China Defense Science and Technology Information Center Library, Beijing 100142, China","institution_ids":["https://openalex.org/I4210160629"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115593774","display_name":"Jing Chen","orcid":"https://orcid.org/0000-0003-0676-1794"},"institutions":[{"id":"https://openalex.org/I4210104233","display_name":"China Electronics Corporation (China)","ror":"https://ror.org/00vsv8c52","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210104233"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Chen","raw_affiliation_strings":["Institute of China Electronic System Engineering Corporation, Beijing, China","Institute of China Electronic System Engineering Corporation, Beijing 100141, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of China Electronic System Engineering Corporation, Beijing, China","institution_ids":["https://openalex.org/I4210104233"]},{"raw_affiliation_string":"Institute of China Electronic System Engineering Corporation, Beijing 100141, China","institution_ids":["https://openalex.org/I4210104233"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102893886","display_name":"Xiaopeng Liu","orcid":"https://orcid.org/0000-0002-6549-2419"},"institutions":[{"id":"https://openalex.org/I4210160629","display_name":"China Information Technology Security Evaluation Center","ror":"https://ror.org/053cexp66","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210160629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaopeng Liu","raw_affiliation_strings":["China Defense Science and Technology Information Center Library, Beijing, China","China Defense Science and Technology Information Center Library, Beijing 100142, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Defense Science and Technology Information Center Library, Beijing, China","institution_ids":["https://openalex.org/I4210160629"]},{"raw_affiliation_string":"China Defense Science and Technology Information Center Library, Beijing 100142, China","institution_ids":["https://openalex.org/I4210160629"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018969920","display_name":"Jinwei Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210160629","display_name":"China Information Technology Security Evaluation Center","ror":"https://ror.org/053cexp66","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210160629"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinwei Zhao","raw_affiliation_strings":["China Defense Science and Technology Information Center Library, Beijing, China","China Defense Science and Technology Information Center Library, Beijing 100142, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"China Defense Science and Technology Information Center Library, Beijing, China","institution_ids":["https://openalex.org/I4210160629"]},{"raw_affiliation_string":"China Defense Science and Technology Information Center Library, Beijing 100142, China","institution_ids":["https://openalex.org/I4210160629"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.04881043,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"42","issue":null,"first_page":"86","last_page":"90"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9958000183105469,"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"}},"topics":[{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9958000183105469,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9900000095367432,"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/T11719","display_name":"Data Quality and Management","score":0.9898999929428101,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7650423049926758},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.6521022915840149},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.626996636390686},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.6054507493972778},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5923900604248047},{"id":"https://openalex.org/keywords/glossary","display_name":"Glossary","score":0.54805988073349},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.5044847726821899},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.4413600265979767},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3939359188079834}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7650423049926758},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.6521022915840149},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.626996636390686},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.6054507493972778},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5923900604248047},{"id":"https://openalex.org/C2780031656","wikidata":"https://www.wikidata.org/wiki/Q859161","display_name":"Glossary","level":2,"score":0.54805988073349},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.5044847726821899},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.4413600265979767},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3939359188079834},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccis.2014.7175708","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccis.2014.7175708","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE 3rd International Conference on Cloud Computing and Intelligence Systems","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":5,"referenced_works":["https://openalex.org/W1967524371","https://openalex.org/W2059017378","https://openalex.org/W2078020950","https://openalex.org/W2112769706","https://openalex.org/W2161707963"],"related_works":["https://openalex.org/W4232680475","https://openalex.org/W2359919953","https://openalex.org/W4285524944","https://openalex.org/W3204474833","https://openalex.org/W2357593638","https://openalex.org/W2185123802","https://openalex.org/W2987028469","https://openalex.org/W1568672371","https://openalex.org/W2392697706","https://openalex.org/W366033468"],"abstract_inverted_index":{"There":[0],"are":[1],"two":[2],"main":[3],"difficulties":[4],"to":[5,20,34,48,69,93],"analyze":[6],"website":[7],"user":[8,28,39,42,105],"information":[9,52,106],"demand":[10],"by":[11,74],"traditional":[12,116],"log":[13,62,72,98,117],"analysis":[14,63,118],"method.":[15],"First,":[16],"it":[17,31,45],"is":[18,32,46,68,100],"difficult":[19,47],"associate":[21],"the":[22,36,71,96,112,115,122],"retrieve":[23],"request":[24],"with":[25],"a":[26,50],"particular":[27],"accurately,":[29],"so":[30],"unable":[33],"reflect":[35],"relationship":[37],"between":[38],"characteristics":[40],"and":[41,86,120],"behavior.":[43],"Secondly,":[44],"extract":[49],"complete":[51],"interaction":[53],"process":[54],"accurately.":[55],"This":[56],"paper":[57],"presents":[58],"an":[59],"improved":[60],"deep":[61],"method,":[64,119],"whose":[65],"core":[66],"idea":[67],"reconstruct":[70],"data":[73,99],"using":[75],"association":[76,85],"relation.":[77],"The":[78,108],"specific":[79],"measures":[80],"include":[81],"behavior":[82],"association,":[83],"glossary":[84],"IP":[87],"association.":[88],"Experiments":[89],"have":[90],"been":[91],"made":[92],"prove":[94],"that":[95],"reconstructed":[97],"more":[101],"effective":[102],"for":[103],"mining":[104],"demand.":[107],"method":[109],"can":[110],"solve":[111],"defects":[113],"of":[114],"obtain":[121],"good":[123],"experiment":[124],"result.":[125]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
