{"id":"https://openalex.org/W1983311025","doi":"https://doi.org/10.1145/1868321.1868323","title":"Using compression algorithms to support the comprehension of program traces","display_name":"Using compression algorithms to support the comprehension of program traces","publication_year":2010,"publication_date":"2010-07-12","ids":{"openalex":"https://openalex.org/W1983311025","doi":"https://doi.org/10.1145/1868321.1868323","mag":"1983311025"},"language":"en","primary_location":{"id":"doi:10.1145/1868321.1868323","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1868321.1868323","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eighth International Workshop on Dynamic Analysis","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/Using_Compression_Algorithms_to_Support_the_Comprehension_of_Program_Traces/10107293","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034625397","display_name":"Neil Walkinshaw","orcid":"https://orcid.org/0000-0003-2134-6548"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Neil Walkinshaw","raw_affiliation_strings":["The University of Sheffield, Sheffield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077873811","display_name":"Sheeva Afshan","orcid":null},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sheeva Afshan","raw_affiliation_strings":["The University of Sheffield, Sheffield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078598020","display_name":"Phil McMinn","orcid":"https://orcid.org/0000-0001-9137-7433"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Phil McMinn","raw_affiliation_strings":["The University of Sheffield, Sheffield, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Sheffield, Sheffield, UK","institution_ids":["https://openalex.org/I91136226"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I91136226"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"8","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998000264167786,"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":0.9998000264167786,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/trace","display_name":"TRACE (psycholinguistics)","score":0.8281674385070801},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8253735303878784},{"id":"https://openalex.org/keywords/program-comprehension","display_name":"Program comprehension","score":0.7760933637619019},{"id":"https://openalex.org/keywords/debugging","display_name":"Debugging","score":0.7384060621261597},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5977209210395813},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.5316867232322693},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4751424789428711},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4582791030406952},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.45463815331459045},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.42439988255500793},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.4095127284526825},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40770411491394043},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3555465340614319},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3203144669532776},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.27089667320251465}],"concepts":[{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.8281674385070801},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8253735303878784},{"id":"https://openalex.org/C2777561058","wikidata":"https://www.wikidata.org/wiki/Q2652119","display_name":"Program comprehension","level":4,"score":0.7760933637619019},{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.7384060621261597},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5977209210395813},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.5316867232322693},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4751424789428711},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4582791030406952},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.45463815331459045},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.42439988255500793},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.4095127284526825},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40770411491394043},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3555465340614319},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3203144669532776},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.27089667320251465},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/1868321.1868323","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1868321.1868323","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eighth International Workshop on Dynamic Analysis","raw_type":"proceedings-article"},{"id":"pmh:oai:figshare.com:article/10107293","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Using_Compression_Algorithms_to_Support_the_Comprehension_of_Program_Traces/10107293","pdf_url":null,"source":{"id":"https://openalex.org/S4306402621","display_name":"INDIGO (University of Illinois at Chicago)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39422238","host_organization_name":"University of Illinois Chicago","host_organization_lineage":["https://openalex.org/I39422238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference contribution"},{"id":"pmh:oai:lra.le.ac.uk:2381/10878","is_oa":false,"landing_page_url":"http://hdl.handle.net/2381/10878","pdf_url":null,"source":{"id":"https://openalex.org/S4306402365","display_name":"Leicester Research Archive (University of Leicester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I153648349","host_organization_name":"University of Leicester","host_organization_lineage":["https://openalex.org/I153648349"],"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 Paper"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/10107293","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Using_Compression_Algorithms_to_Support_the_Comprehension_of_Program_Traces/10107293","pdf_url":null,"source":{"id":"https://openalex.org/S4306402621","display_name":"INDIGO (University of Illinois at Chicago)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I39422238","host_organization_name":"University of Illinois Chicago","host_organization_lineage":["https://openalex.org/I39422238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference contribution"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1298764489","display_name":null,"funder_award_id":"EP/G009600/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G1647880525","display_name":null,"funder_award_id":"EP/H002456/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G5546561629","display_name":"StaMInA: A Novel Competition to Drive the Comparative Evaluation of State Machine Inference Approaches","funder_award_id":"EP/H002456/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6654320468","display_name":null,"funder_award_id":"EP/F065825/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G7712592747","display_name":"Reverse Engineering State Machine Hierarchies by Grammar Inference (REGI)","funder_award_id":"EP/F065825/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8705124790","display_name":"Automated Discovery of Emergent Misbehaviour","funder_award_id":"EP/G009600/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1563647787","https://openalex.org/W1574879889","https://openalex.org/W1986465830","https://openalex.org/W2059504991","https://openalex.org/W2098430745","https://openalex.org/W2108112890","https://openalex.org/W2110595872","https://openalex.org/W2116998643","https://openalex.org/W2117077420","https://openalex.org/W2121234902","https://openalex.org/W2125682153","https://openalex.org/W2134092469","https://openalex.org/W2169540278","https://openalex.org/W2178278484","https://openalex.org/W4243303172"],"related_works":["https://openalex.org/W4321442002","https://openalex.org/W2015265939","https://openalex.org/W2284072287","https://openalex.org/W2611067230","https://openalex.org/W2480201319","https://openalex.org/W2387706296","https://openalex.org/W2155788121","https://openalex.org/W4235469518","https://openalex.org/W362492756","https://openalex.org/W1551596770"],"abstract_inverted_index":{"Several":[0],"software":[1],"maintenance":[2],"tasks":[3],"such":[4],"as":[5],"debugging,":[6],"phase-identification,":[7],"or":[8],"simply":[9],"the":[10,18,27,45,57,79,82,94,123,140],"high-level":[11],"exploration":[12],"of":[13,21,38,44,84,142,149],"system":[14],"functionality,":[15],"rely":[16],"on":[17,78],"extensive":[19],"analysis":[20,141],"program":[22,66],"traces.":[23,112],"These":[24],"usually":[25],"require":[26],"developer":[28],"to":[29,93,107],"manually":[30],"discern":[31],"any":[32],"repeated":[33,86,109,124],"patterns":[34,87,125],"that":[35,59,81],"may":[36],"be":[37,49],"interest":[39],"from":[40,133],"some":[41],"visual":[42],"representation":[43],"trace.":[46],"This":[47,68,100],"can":[48],"both":[50],"time-consuming":[51],"and":[52],"inaccurate;":[53],"there":[54],"is":[55,76,91,130],"always":[56],"danger":[58],"visually":[60],"similar":[61],"trace-patterns":[62],"actually":[63],"represent":[64],"distinct":[65],"behaviours.":[67],"paper":[69],"presents":[70],"an":[71,102],"automated":[72],"phase-identification":[73],"technique.":[74],"It":[75],"founded":[77],"observation":[80],"challenge":[83,95],"identifying":[85],"in":[88,111],"a":[89,127,134,143],"trace":[90,144],"analogous":[92],"faced":[96],"by":[97],"data-compression":[98],"algorithms.":[99],"applies":[101],"established":[103],"data":[104],"compression":[105,115],"algorithm":[106,116],"identify":[108],"phases":[110],"The":[113],"SEQUITUR":[114],"not":[117],"only":[118],"compresses":[119],"data,":[120],"but":[121],"organises":[122],"into":[126],"hierarchy,":[128],"which":[129],"especially":[131],"useful":[132],"comprehension":[135],"standpoint,":[136],"because":[137],"it":[138],"enables":[139],"at":[145,146],"varying":[147],"levels":[148],"abstraction.":[150]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}