{"id":"https://openalex.org/W3057678489","doi":"https://doi.org/10.1109/iske47853.2019.9170430","title":"Web Log Anomaly Detection Based on Isolated Forest Algorithm","display_name":"Web Log Anomaly Detection Based on Isolated Forest Algorithm","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W3057678489","doi":"https://doi.org/10.1109/iske47853.2019.9170430","mag":"3057678489"},"language":"en","primary_location":{"id":"doi:10.1109/iske47853.2019.9170430","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iske47853.2019.9170430","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 14th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","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/A5101423831","display_name":"Wei Zhang","orcid":"https://orcid.org/0000-0001-6496-849X"},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Zhang","raw_affiliation_strings":["Xi’an University of Posts & Telecommunications,School of Computer Science & Technology,Xi’an,China","School of Computer Science & Technology, Xi\u2019an University of Posts & Telecommunications, Xi\u2019an, China"],"affiliations":[{"raw_affiliation_string":"Xi’an University of Posts & Telecommunications,School of Computer Science & Technology,Xi’an,China","institution_ids":["https://openalex.org/I4210136859"]},{"raw_affiliation_string":"School of Computer Science & Technology, Xi\u2019an University of Posts & Telecommunications, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210136859"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060532702","display_name":"Lijun Chen","orcid":"https://orcid.org/0000-0002-3706-7773"},"institutions":[{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lijun Chen","raw_affiliation_strings":["Xi’an University of Posts & Telecommunications,School of Computer Science & Technology,Xi’an,China","School of Computer Science & Technology, Xi\u2019an University of Posts & Telecommunications, Xi\u2019an, China"],"affiliations":[{"raw_affiliation_string":"Xi’an University of Posts & Telecommunications,School of Computer Science & Technology,Xi’an,China","institution_ids":["https://openalex.org/I4210136859"]},{"raw_affiliation_string":"School of Computer Science & Technology, Xi\u2019an University of Posts & Telecommunications, Xi\u2019an, China","institution_ids":["https://openalex.org/I4210136859"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101423831"],"corresponding_institution_ids":["https://openalex.org/I4210136859"],"apc_list":null,"apc_paid":null,"fwci":0.5601,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.76579057,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"755","last_page":"759"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998000264167786,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998000264167786,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9954000115394592,"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":0.6819837093353271},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6597944498062134},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.4980647563934326},{"id":"https://openalex.org/keywords/web-application","display_name":"Web application","score":0.45764702558517456},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3807517886161804},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37728387117385864},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.16995272040367126},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.06562444567680359}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6819837093353271},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6597944498062134},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.4980647563934326},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.45764702558517456},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3807517886161804},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37728387117385864},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.16995272040367126},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06562444567680359},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iske47853.2019.9170430","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iske47853.2019.9170430","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 14th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1995443851","https://openalex.org/W2563478954","https://openalex.org/W2775696952","https://openalex.org/W2803131667"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4300558037","https://openalex.org/W2667207928","https://openalex.org/W2912112202","https://openalex.org/W4377864969","https://openalex.org/W3030345572"],"abstract_inverted_index":{"In":[0],"order":[1],"to":[2],"improve":[3],"the":[4,11,26,34,48,62,66,78,87,91],"detection":[5,16,22,40,53,74,96,99],"rate":[6],"and":[7,65,71,98],"time":[8],"efficiency":[9],"of":[10],"web":[12,19,35,44,49,63],"log":[13,20,36,64],"based":[14,24,42],"anomaly":[15,21,39,52,73],"method,":[17],"a":[18,56],"method":[23,92],"on":[25,43],"isolated":[27,79],"forest":[28],"algorithm":[29],"is":[30,59,75],"proposed.":[31],"By":[32],"analyzing":[33],"anomalies,":[37],"an":[38,72],"framework":[41],"logs":[45],"was":[46],"constructed,":[47],"features":[50],"for":[51,61],"are":[54,69],"extracted,":[55],"mathematical":[57],"model":[58],"built":[60],"feature":[67],"values":[68],"calculated,":[70],"performed":[76],"using":[77],"forest.":[80],"Compared":[81],"with":[82],"other":[83],"methods":[84],"through":[85],"experiments,":[86],"results":[88],"show":[89],"that":[90],"has":[93],"greatly":[94],"improved":[95],"accuracy":[97],"efficiency.":[100]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}