{"id":"https://openalex.org/W2569118262","doi":"https://doi.org/10.1109/iecon.2016.7793774","title":"Behavior Mining Language for mining expected behavior from log files","display_name":"Behavior Mining Language for mining expected behavior from log files","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2569118262","doi":"https://doi.org/10.1109/iecon.2016.7793774","mag":"2569118262"},"language":"en","primary_location":{"id":"doi:10.1109/iecon.2016.7793774","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon.2016.7793774","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society","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/A5066321502","display_name":"Esa Heikkinen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133110","display_name":"Tampere University","ror":null,"country_code":"FI","type":null,"lineage":["https://openalex.org/I4210133110"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Esa Heikkinen","raw_affiliation_strings":["Department of Pervasive computing, Tampere University of Technology, Tampere, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Pervasive computing, Tampere University of Technology, Tampere, Finland","institution_ids":["https://openalex.org/I4210133110"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102937415","display_name":"Timo D. H\u00e4m\u00e4l\u00e4inen","orcid":"https://orcid.org/0000-0002-7867-0800"},"institutions":[{"id":"https://openalex.org/I4210133110","display_name":"Tampere University","ror":null,"country_code":"FI","type":null,"lineage":["https://openalex.org/I4210133110"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Timo D. Hamalainen","raw_affiliation_strings":["Department of Pervasive computing, Tampere University of Technology, Tampere, Finland"],"affiliations":[{"raw_affiliation_string":"Department of Pervasive computing, Tampere University of Technology, Tampere, Finland","institution_ids":["https://openalex.org/I4210133110"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5066321502"],"corresponding_institution_ids":["https://openalex.org/I4210133110"],"apc_list":null,"apc_paid":null,"fwci":1.1581,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.82390377,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"4613","last_page":"4618"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9998999834060669,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9828000068664551,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9639000296592712,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.811280369758606},{"id":"https://openalex.org/keywords/timestamp","display_name":"Timestamp","score":0.6551655530929565},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.584124743938446},{"id":"https://openalex.org/keywords/codebase","display_name":"Codebase","score":0.5232721567153931},{"id":"https://openalex.org/keywords/web-log-analysis-software","display_name":"Web log analysis software","score":0.5231488943099976},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.514926552772522},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.43896743655204773},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3454700708389282},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.34100577235221863},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.32656753063201904},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.1162930428981781}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.811280369758606},{"id":"https://openalex.org/C113954288","wikidata":"https://www.wikidata.org/wiki/Q186885","display_name":"Timestamp","level":2,"score":0.6551655530929565},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.584124743938446},{"id":"https://openalex.org/C51929080","wikidata":"https://www.wikidata.org/wiki/Q2425187","display_name":"Codebase","level":3,"score":0.5232721567153931},{"id":"https://openalex.org/C104352257","wikidata":"https://www.wikidata.org/wiki/Q1238961","display_name":"Web log analysis software","level":5,"score":0.5231488943099976},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.514926552772522},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.43896743655204773},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3454700708389282},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.34100577235221863},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.32656753063201904},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.1162930428981781},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.0},{"id":"https://openalex.org/C61096286","wikidata":"https://www.wikidata.org/wiki/Q7978592","display_name":"Web navigation","level":3,"score":0.0},{"id":"https://openalex.org/C173576120","wikidata":"https://www.wikidata.org/wiki/Q2641220","display_name":"Static web page","level":4,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iecon.2016.7793774","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iecon.2016.7793774","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2027380800","https://openalex.org/W2049157068","https://openalex.org/W2072351128","https://openalex.org/W2099441126","https://openalex.org/W2102632804","https://openalex.org/W2106624160","https://openalex.org/W2124044559","https://openalex.org/W2139580393","https://openalex.org/W2394733289","https://openalex.org/W3131668542","https://openalex.org/W6712376326"],"related_works":["https://openalex.org/W2789551765","https://openalex.org/W2344367508","https://openalex.org/W2571988079","https://openalex.org/W3004949977","https://openalex.org/W3181508132","https://openalex.org/W2098629748","https://openalex.org/W2144528247","https://openalex.org/W4244608052","https://openalex.org/W4312050194","https://openalex.org/W2147884840"],"abstract_inverted_index":{"Log":[0],"files":[1,78,94],"are":[2,56,171],"often":[3],"the":[4,76,97,147,155,180,191,195,208],"only":[5],"way":[6],"to":[7,132,144,154,167,174],"identify":[8],"and":[9,43,69,89,126,142,194],"locate":[10],"errors":[11],"in":[12,59,99,201],"a":[13,19,26,105,111,133],"deployed":[14],"system.":[15],"This":[16],"paper":[17],"proposes":[18],"novel":[20],"Behavior":[21],"Mining":[22],"Language":[23],"(BML)":[24],"for":[25,36,72,95,118,128,210],"log":[27,77,93,158,202,211],"file":[28,159,203],"analyzing":[29],"framework":[30],"called":[31],"LOGDIG.":[32],"It":[33],"is":[34,67,85,108,116,139,188],"proposed":[35],"logs":[37],"that":[38,170],"include":[39],"temporal":[40],"data":[41,46,49,103],"(timestamps)":[42],"extra-log":[44],"system-specific":[45],"(e.g.":[47],"spatial":[48],"with":[50],"coordinates":[51],"of":[52,182,216],"moving":[53],"objects),":[54],"which":[55],"present":[57],"e.g.":[58],"Real":[60],"Time":[61],"Passenger":[62],"Information":[63],"Systems":[64],"(RTPIS).":[65],"BML":[66,115,137,153,163,187,205],"state-machine-based,":[68],"specifies":[70],"searches":[71],"desired":[73],"events":[74],"from":[75,104],"by":[79],"adjustable":[80],"accuracy.":[81],"The":[82],"analysis":[83,160,212],"output":[84],"static":[86],"behavioral":[87],"knowledge":[88],"human":[90],"friendly":[91],"composite":[92],"reporting":[96],"results":[98],"legacy":[100],"tools.":[101],"Field":[102],"commercial":[106],"RTPIS":[107,148,214],"used":[109,200],"as":[110,122,124],"proof-of-concept":[112],"case":[113,149],"study.":[114],"Python-based":[117],"excellent":[119],"development":[120],"support,":[121],"well":[123],"self-explanatory":[125],"self-descriptive":[127],"correct-by-construct":[129],"usage.":[130],"Compared":[131],"general":[134,197],"language":[135,161],"approach,":[136],"code":[138],"much":[140],"shorter":[141],"easier":[143],"maintain.":[145],"In":[146],"study":[150],"we":[151],"compare":[152],"closest":[156],"related":[157],"LFAL2.":[162],"can":[164],"be":[165],"applied":[166],"complicated":[168],"cases":[169],"not":[172],"possible":[173],"capture":[175],"using":[176],"LFAL2,":[177],"but":[178],"at":[179],"penalty":[181],"more":[183],"setting-up":[184],"effort.":[185],"Thus,":[186],"positioned":[189],"between":[190],"simple":[192],"specific":[193],"fully":[196],"programming":[198],"languages":[199],"analysis.":[204],"fulfills":[206],"specifically":[207],"needs":[209],"on":[213],"kind":[215],"systems.":[217]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-25T21:42:39.735039","created_date":"2025-10-10T00:00:00"}
