{"id":"https://openalex.org/W2122398760","doi":"https://doi.org/10.1145/1879211.1879228","title":"Towards anomaly comprehension","display_name":"Towards anomaly comprehension","publication_year":2010,"publication_date":"2010-10-25","ids":{"openalex":"https://openalex.org/W2122398760","doi":"https://doi.org/10.1145/1879211.1879228","mag":"2122398760"},"language":"en","primary_location":{"id":"doi:10.1145/1879211.1879228","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1879211.1879228","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th international symposium on Software visualization","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/A5101855151","display_name":"Shen Lin","orcid":"https://orcid.org/0000-0002-8757-2284"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Shen Lin","raw_affiliation_strings":["Lancaster University, Lancaster, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Lancaster University, Lancaster, United Kingdom","institution_ids":["https://openalex.org/I67415387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061628886","display_name":"Fran\u00e7ois Ta\u0131\u0308ani","orcid":"https://orcid.org/0000-0002-9692-5678"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Fran\u00e7ois Ta\u00efani","raw_affiliation_strings":["Lancaster University, Lancaster, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Lancaster University, Lancaster, United Kingdom","institution_ids":["https://openalex.org/I67415387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065012287","display_name":"Thomas C. Ormerod","orcid":"https://orcid.org/0000-0002-9180-1326"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Thomas C. Ormerod","raw_affiliation_strings":["Lancaster University, Lancaster, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Lancaster University, Lancaster, United Kingdom","institution_ids":["https://openalex.org/I67415387"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047584808","display_name":"Linden J. Ball","orcid":"https://orcid.org/0000-0002-5099-0124"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Linden J. Ball","raw_affiliation_strings":["Lancaster University, Lancaster, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Lancaster University, Lancaster, United Kingdom","institution_ids":["https://openalex.org/I67415387"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101855151"],"corresponding_institution_ids":["https://openalex.org/I67415387"],"apc_list":null,"apc_paid":null,"fwci":2.8593,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.9315449,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"103","last_page":"112"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9994999766349792,"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/T10260","display_name":"Software Engineering Research","score":0.9994999766349792,"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/T12127","display_name":"Software System Performance and Reliability","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/T10799","display_name":"Data Visualization and Analytics","score":0.9977999925613403,"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":0.6130980849266052},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.5474194288253784},{"id":"https://openalex.org/keywords/comprehension","display_name":"Comprehension","score":0.44381439685821533},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.4180499315261841},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37628173828125},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.34494471549987793},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.15769127011299133},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.137344092130661}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6130980849266052},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.5474194288253784},{"id":"https://openalex.org/C511192102","wikidata":"https://www.wikidata.org/wiki/Q5156948","display_name":"Comprehension","level":2,"score":0.44381439685821533},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.4180499315261841},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37628173828125},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.34494471549987793},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.15769127011299133},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.137344092130661},{"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":3,"locations":[{"id":"doi:10.1145/1879211.1879228","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1879211.1879228","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th international symposium on Software visualization","raw_type":"proceedings-article"},{"id":"pmh:oai:alma.44SUR_INST:11138991380002346","is_oa":false,"landing_page_url":"http://www.informatik.uni-trier.de/~ley/db/conf/softvis/softvis2010.html","pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"View","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"event"},{"id":"pmh:oai:epubs.surrey.ac.uk:825864","is_oa":false,"landing_page_url":"http://epubs.surrey.ac.uk/825864/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400680","display_name":"Surrey Research Insight Open Access (The University of Surrey)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28290843","host_organization_name":"University of Surrey","host_organization_lineage":["https://openalex.org/I28290843"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1561707645","https://openalex.org/W1825733274","https://openalex.org/W1907633656","https://openalex.org/W2024291102","https://openalex.org/W2040593910","https://openalex.org/W2096045495","https://openalex.org/W2104778552","https://openalex.org/W2106913893","https://openalex.org/W2116998643","https://openalex.org/W2119717378","https://openalex.org/W2120099968","https://openalex.org/W2128242432","https://openalex.org/W2134092469","https://openalex.org/W2137946597","https://openalex.org/W2145640629","https://openalex.org/W2153039146","https://openalex.org/W2223702412","https://openalex.org/W3180658079","https://openalex.org/W4254721019","https://openalex.org/W6675805694"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W3210364259","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W2143820878","https://openalex.org/W2611614995","https://openalex.org/W2368651715","https://openalex.org/W3107474891","https://openalex.org/W4285195761"],"abstract_inverted_index":{"Developers":[0],"must":[1,18],"often":[2],"diagnose":[3],"anomalies":[4],"in":[5,49,118],"programs":[6,108],"they":[7,17,26],"only":[8,70],"have":[9,58],"a":[10,15,42,72,88,96,143,147],"partial":[11],"knowledge":[12],"of.":[13],"As":[14],"result,":[16],"simultaneously":[19],"reverse":[20],"engineer":[21],"parts":[22],"of":[23,52,75,81,87,106,131],"the":[24,79,103,114,127,132,137,156],"system":[25],"are":[27],"unfamiliar":[28],"with":[29],"while":[30],"interpreting":[31],"dynamic":[32],"observation":[33],"data":[34],"(performance":[35],"profiling":[36,119],"traces,":[37],"error-propagation":[38],"channels,":[39],"memory":[40],"leaks),":[41],"task":[43],"particularly":[44],"difficult.":[45],"To":[46],"support":[47],"developers":[48,82],"this":[50,92],"kind":[51],"comprehension":[53],"task,":[54],"filtering":[55],"and":[56,101,109,145],"aggregation":[57],"long":[59],"been":[60],"suggested":[61],"as":[62],"key":[63],"enabling":[64],"strategies.":[65],"Unfortunately,":[66],"traditional":[67,161],"approaches":[68,163],"typically":[69],"provide":[71],"uniform":[73],"level":[74,130],"aggregation,":[76],"thus":[77],"limiting":[78],"ability":[80],"to":[83,99,122,158],"construct":[84],"context-dependent":[85],"representations":[86],"program's":[89],"execution.":[90],"In":[91],"paper,":[93],"we":[94],"propose":[95],"localised":[97],"approach":[98],"navigate":[100],"analyse":[102],"CPU":[104],"usage":[105],"little-known":[107],"libraries.":[110],"Our":[111],"method":[112],"exploits":[113],"structural":[115],"information":[116],"present":[117,146],"call":[120],"trees":[121],"selectively":[123],"raise":[124],"or":[125],"lower":[126],"local":[128],"abstraction":[129],"performance":[133],"data.":[134],"We":[135],"explain":[136],"formalism":[138],"underpinning":[139],"our":[140,153],"approach,":[141],"describe":[142],"prototype,":[144],"preliminary":[148],"user":[149],"study":[150],"that":[151],"shows":[152],"tool":[154],"has":[155],"potential":[157],"complement":[159],"more":[160],"navigation":[162]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
