{"id":"https://openalex.org/W3135256331","doi":"https://doi.org/10.1109/besc51023.2020.9348306","title":"Heuristics-Based Process Mining on Extracted Philippine Public Procurement Event Logs","display_name":"Heuristics-Based Process Mining on Extracted Philippine Public Procurement Event Logs","publication_year":2020,"publication_date":"2020-11-05","ids":{"openalex":"https://openalex.org/W3135256331","doi":"https://doi.org/10.1109/besc51023.2020.9348306","mag":"3135256331"},"language":"en","primary_location":{"id":"doi:10.1109/besc51023.2020.9348306","is_oa":false,"landing_page_url":"https://doi.org/10.1109/besc51023.2020.9348306","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 7th International Conference on Behavioural and Social Computing (BESC)","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/A5022214590","display_name":"Maria Jihan Sangil","orcid":"https://orcid.org/0000-0003-4885-0381"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Maria Jihan Sangil","raw_affiliation_strings":["Layertech Software Labs, Inc.,Daraga,Philippines","Layertech Software Labs, Inc., Daraga, Philippines"],"affiliations":[{"raw_affiliation_string":"Layertech Software Labs, Inc.,Daraga,Philippines","institution_ids":[]},{"raw_affiliation_string":"Layertech Software Labs, Inc., Daraga, Philippines","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5022214590"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5566,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.86171357,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10703","display_name":"Business Process Modeling and Analysis","score":0.9941999912261963,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9757000207901001,"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/procurement","display_name":"Procurement","score":0.8603488206863403},{"id":"https://openalex.org/keywords/inefficiency","display_name":"Inefficiency","score":0.6920311450958252},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5897855758666992},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.5798186659812927},{"id":"https://openalex.org/keywords/process-mining","display_name":"Process mining","score":0.5427139401435852},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5289183855056763},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5278206467628479},{"id":"https://openalex.org/keywords/business-process","display_name":"Business process","score":0.4982259273529053},{"id":"https://openalex.org/keywords/process-management","display_name":"Process management","score":0.4673505127429962},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.46143436431884766},{"id":"https://openalex.org/keywords/government","display_name":"Government (linguistics)","score":0.45173344016075134},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4505130648612976},{"id":"https://openalex.org/keywords/language-change","display_name":"Language change","score":0.44340693950653076},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.43125760555267334},{"id":"https://openalex.org/keywords/business-process-modeling","display_name":"Business process modeling","score":0.23387855291366577},{"id":"https://openalex.org/keywords/work-in-process","display_name":"Work in process","score":0.17944106459617615},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.14900240302085876},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.09106504917144775}],"concepts":[{"id":"https://openalex.org/C201650216","wikidata":"https://www.wikidata.org/wiki/Q829492","display_name":"Procurement","level":2,"score":0.8603488206863403},{"id":"https://openalex.org/C2778869765","wikidata":"https://www.wikidata.org/wiki/Q6028363","display_name":"Inefficiency","level":2,"score":0.6920311450958252},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5897855758666992},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.5798186659812927},{"id":"https://openalex.org/C124670913","wikidata":"https://www.wikidata.org/wiki/Q2608526","display_name":"Process mining","level":5,"score":0.5427139401435852},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5289183855056763},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5278206467628479},{"id":"https://openalex.org/C85345410","wikidata":"https://www.wikidata.org/wiki/Q851587","display_name":"Business process","level":3,"score":0.4982259273529053},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.4673505127429962},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.46143436431884766},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.45173344016075134},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4505130648612976},{"id":"https://openalex.org/C2780027415","wikidata":"https://www.wikidata.org/wiki/Q524648","display_name":"Language change","level":2,"score":0.44340693950653076},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.43125760555267334},{"id":"https://openalex.org/C207505557","wikidata":"https://www.wikidata.org/wiki/Q4374012","display_name":"Business process modeling","level":4,"score":0.23387855291366577},{"id":"https://openalex.org/C174998907","wikidata":"https://www.wikidata.org/wiki/Q357662","display_name":"Work in process","level":2,"score":0.17944106459617615},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.14900240302085876},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.09106504917144775},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","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},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","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/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","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/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/besc51023.2020.9348306","is_oa":false,"landing_page_url":"https://doi.org/10.1109/besc51023.2020.9348306","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 7th International Conference on Behavioural and Social Computing (BESC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.8100000023841858,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1042932459","https://openalex.org/W1490658580","https://openalex.org/W1497007062","https://openalex.org/W2395323035","https://openalex.org/W3009788566","https://openalex.org/W3176195722","https://openalex.org/W4230145224","https://openalex.org/W6797362620"],"related_works":["https://openalex.org/W2150478723","https://openalex.org/W4365511202","https://openalex.org/W4300560926","https://openalex.org/W4389937450","https://openalex.org/W2133946036","https://openalex.org/W2050159024","https://openalex.org/W2015021991","https://openalex.org/W2772191613","https://openalex.org/W2754184496","https://openalex.org/W2734067265"],"abstract_inverted_index":{"Public":[0],"procurement":[1,26,41,48,65,82],"is":[2,7],"a":[3,29,99,107],"business":[4],"process":[5,37,62,88],"that":[6],"prone":[8],"to":[9,19,43],"corruption":[10],"and":[11,67,84,111],"administrative":[12],"inefficiency,":[13],"affecting":[14],"quality":[15],"of":[16,36,47,50,104],"service":[17],"delivery":[18],"the":[20,34,54,60,64,114],"public.":[21],"Using":[22],"Bicol":[23],"University's":[24],"three-year":[25],"data":[27,42,83],"as":[28],"sample,":[30],"this":[31,73],"paper":[32],"explores":[33],"use":[35],"mining":[38,89],"on":[39],"publicly-available":[40],"discover":[44],"underlying":[45],"structure":[46],"processes":[49,97],"government":[51],"entities":[52],"in":[53,63,102],"Philippines,":[55],"check":[56],"for":[57,109,113],"conformance":[58],"with":[59,86],"prescribed":[61],"law,":[66],"identify":[68],"potentially":[69],"problematic":[70],"nodes.":[71],"In":[72],"paper,":[74],"event":[75],"logs":[76],"were":[77],"generated":[78],"from":[79],"official":[80],"public":[81],"mined":[85],"heuristics-based":[87],"algorithm,":[90],"using":[91],"free,":[92],"open-sourced":[93],"tools.":[94],"The":[95],"discovered":[96],"revealed":[98],"concept":[100],"drift":[101],"publication":[103],"contract":[105],"award,":[106],"point":[108],"inspection":[110],"improvement":[112],"agencies":[115],"involved.":[116]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-06T07:47:59.780226","created_date":"2025-10-10T00:00:00"}