{"id":"https://openalex.org/W4391095066","doi":"https://doi.org/10.1109/bigdata59044.2023.10386556","title":"Self-configured Entity Resolution with pyJedAI","display_name":"Self-configured Entity Resolution with pyJedAI","publication_year":2023,"publication_date":"2023-12-15","ids":{"openalex":"https://openalex.org/W4391095066","doi":"https://doi.org/10.1109/bigdata59044.2023.10386556"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata59044.2023.10386556","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata59044.2023.10386556","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://dspace.library.uu.nl/handle/1874/436691","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073440687","display_name":"Vasilis Efthymiou","orcid":"https://orcid.org/0000-0002-0683-030X"},"institutions":[{"id":"https://openalex.org/I8901234","display_name":"Foundation for Research and Technology Hellas","ror":"https://ror.org/052rphn09","country_code":"GR","type":"facility","lineage":["https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Vasilis Efthymiou","raw_affiliation_strings":["Foundation for Research and Technology-Hellas,Greece","Foundation for Research and Technology-Hellas, Greece"],"affiliations":[{"raw_affiliation_string":"Foundation for Research and Technology-Hellas,Greece","institution_ids":["https://openalex.org/I8901234"]},{"raw_affiliation_string":"Foundation for Research and Technology-Hellas, Greece","institution_ids":["https://openalex.org/I8901234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084886581","display_name":"Ekaterini Ioannou","orcid":"https://orcid.org/0000-0002-4922-6639"},"institutions":[{"id":"https://openalex.org/I193700539","display_name":"Tilburg University","ror":"https://ror.org/04b8v1s79","country_code":"NL","type":"education","lineage":["https://openalex.org/I193700539"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ekaterini Ioannou","raw_affiliation_strings":["Tilburg University,The Netherlands","Tilburg University, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Tilburg University,The Netherlands","institution_ids":["https://openalex.org/I193700539"]},{"raw_affiliation_string":"Tilburg University, The Netherlands","institution_ids":["https://openalex.org/I193700539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062992651","display_name":"Manos Karvounis","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133154","display_name":"Agroknow (Greece)","ror":"https://ror.org/0334dng85","country_code":"GR","type":"company","lineage":["https://openalex.org/I4210133154"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Manos Karvounis","raw_affiliation_strings":["Agroknow,Greece","Agroknow, Greece"],"affiliations":[{"raw_affiliation_string":"Agroknow,Greece","institution_ids":["https://openalex.org/I4210133154"]},{"raw_affiliation_string":"Agroknow, Greece","institution_ids":["https://openalex.org/I4210133154"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075117735","display_name":"Manolis Koubarakis","orcid":"https://orcid.org/0000-0002-1954-8338"},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Manolis Koubarakis","raw_affiliation_strings":["University of Athens,National and Kapodistrian,Greece","National and Kapodistrian, University of Athens, Greece"],"affiliations":[{"raw_affiliation_string":"University of Athens,National and Kapodistrian,Greece","institution_ids":["https://openalex.org/I200777214"]},{"raw_affiliation_string":"National and Kapodistrian, University of Athens, Greece","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055457607","display_name":"Jakub Maciejewski","orcid":"https://orcid.org/0009-0005-8307-8843"},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Jakub Maciejewski","raw_affiliation_strings":["University of Athens,National and Kapodistrian,Greece","National and Kapodistrian, University of Athens, Greece"],"affiliations":[{"raw_affiliation_string":"University of Athens,National and Kapodistrian,Greece","institution_ids":["https://openalex.org/I200777214"]},{"raw_affiliation_string":"National and Kapodistrian, University of Athens, Greece","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093760528","display_name":"Konstantinos Nikoletos","orcid":"https://orcid.org/0000-0003-3465-1197"},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos Nikoletos","raw_affiliation_strings":["University of Athens,National and Kapodistrian,Greece","National and Kapodistrian, University of Athens, Greece"],"affiliations":[{"raw_affiliation_string":"University of Athens,National and Kapodistrian,Greece","institution_ids":["https://openalex.org/I200777214"]},{"raw_affiliation_string":"National and Kapodistrian, University of Athens, Greece","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056976720","display_name":"George Papadakis","orcid":"https://orcid.org/0000-0002-7298-9431"},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"George Papadakis","raw_affiliation_strings":["University of Athens,National and Kapodistrian,Greece","National and Kapodistrian, University of Athens, Greece"],"affiliations":[{"raw_affiliation_string":"University of Athens,National and Kapodistrian,Greece","institution_ids":["https://openalex.org/I200777214"]},{"raw_affiliation_string":"National and Kapodistrian, University of Athens, Greece","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087768208","display_name":"Dimitrios Skoutas","orcid":"https://orcid.org/0000-0002-6118-5227"},"institutions":[{"id":"https://openalex.org/I4210156054","display_name":"Athena Research and Innovation Center In Information Communication & Knowledge Technologies","ror":"https://ror.org/0576by029","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210156054"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitris Skoutas","raw_affiliation_strings":["Athena Research Center,Greece","Athena Research Center, Greece"],"affiliations":[{"raw_affiliation_string":"Athena Research Center,Greece","institution_ids":["https://openalex.org/I4210156054"]},{"raw_affiliation_string":"Athena Research Center, Greece","institution_ids":["https://openalex.org/I4210156054"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046955405","display_name":"Yannis Velegrakis","orcid":"https://orcid.org/0000-0001-6332-0296"},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Yannis Velegrakis","raw_affiliation_strings":["Utrecht University,The Netherlands","Utrecht University, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Utrecht University,The Netherlands","institution_ids":["https://openalex.org/I193662353"]},{"raw_affiliation_string":"Utrecht University, The Netherlands","institution_ids":["https://openalex.org/I193662353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050605929","display_name":"Alexandros Zeakis","orcid":"https://orcid.org/0000-0001-5336-8157"},"institutions":[{"id":"https://openalex.org/I4210156054","display_name":"Athena Research and Innovation Center In Information Communication & Knowledge Technologies","ror":"https://ror.org/0576by029","country_code":"GR","type":"facility","lineage":["https://openalex.org/I4210156054"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Alexandros Zeakis","raw_affiliation_strings":["Athena Research Center,Greece","Athena Research Center, Greece"],"affiliations":[{"raw_affiliation_string":"Athena Research Center,Greece","institution_ids":["https://openalex.org/I4210156054"]},{"raw_affiliation_string":"Athena Research Center, Greece","institution_ids":["https://openalex.org/I4210156054"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5073440687"],"corresponding_institution_ids":["https://openalex.org/I8901234"],"apc_list":null,"apc_paid":null,"fwci":0.5019,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.71418442,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"339","last_page":"343"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":1.0,"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"}},{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9912999868392944,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9854000210762024,"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":0.842517614364624},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.7604771852493286},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6806257367134094},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5753380060195923},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5749534964561462},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.564795732498169},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5134044885635376},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.44447222352027893},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3391234278678894},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3346624970436096},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1793431043624878},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.10841116309165955},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08615398406982422}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.842517614364624},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.7604771852493286},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6806257367134094},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5753380060195923},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5749534964561462},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.564795732498169},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5134044885635376},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.44447222352027893},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3391234278678894},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3346624970436096},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1793431043624878},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.10841116309165955},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08615398406982422},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/bigdata59044.2023.10386556","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata59044.2023.10386556","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace.library.uu.nl:1874/436691","is_oa":true,"landing_page_url":"https://dspace.library.uu.nl/handle/1874/436691","pdf_url":null,"source":{"id":"https://openalex.org/S4306401649","display_name":"Utrecht University Repository (Utrecht University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193662353","host_organization_name":"Utrecht University","host_organization_lineage":["https://openalex.org/I193662353"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Part of book"},{"id":"pmh:oai:iris.unitn.it:11572/410490","is_oa":false,"landing_page_url":"https://hdl.handle.net/11572/410490","pdf_url":null,"source":{"id":"https://openalex.org/S4306401913","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Trento)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193223587","host_organization_name":"University of Trento","host_organization_lineage":["https://openalex.org/I193223587"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"doi:10.5281/zenodo.10070414","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.10070414","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":""}],"best_oa_location":{"id":"pmh:oai:dspace.library.uu.nl:1874/436691","is_oa":true,"landing_page_url":"https://dspace.library.uu.nl/handle/1874/436691","pdf_url":null,"source":{"id":"https://openalex.org/S4306401649","display_name":"Utrecht University Repository (Utrecht University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I193662353","host_organization_name":"Utrecht University","host_organization_lineage":["https://openalex.org/I193662353"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Part of book"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320327859","display_name":"Hellenic Foundation for Research and Innovation","ror":null},{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W192652968","https://openalex.org/W2031250218","https://openalex.org/W2058469523","https://openalex.org/W2108087318","https://openalex.org/W2165859768","https://openalex.org/W2605104193","https://openalex.org/W2897042519","https://openalex.org/W2966284335","https://openalex.org/W2970992672","https://openalex.org/W3045211065","https://openalex.org/W3100279624","https://openalex.org/W3109799522","https://openalex.org/W3138971549","https://openalex.org/W3156911262","https://openalex.org/W3163842339","https://openalex.org/W3209119957","https://openalex.org/W4242744113","https://openalex.org/W4249682906","https://openalex.org/W4290998251","https://openalex.org/W4321448364","https://openalex.org/W4383051975","https://openalex.org/W4383468682","https://openalex.org/W4385270265","https://openalex.org/W4386298264","https://openalex.org/W6607889218","https://openalex.org/W6854520735","https://openalex.org/W6884955727"],"related_works":["https://openalex.org/W4238897586","https://openalex.org/W435179959","https://openalex.org/W2619091065","https://openalex.org/W2059640416","https://openalex.org/W1490753184","https://openalex.org/W2284465472","https://openalex.org/W2291782699","https://openalex.org/W1993948687","https://openalex.org/W2000169967","https://openalex.org/W2112883198"],"abstract_inverted_index":{"Entity":[0],"Resolution":[1],"has":[2],"been":[3],"an":[4],"active":[5],"research":[6],"topic":[7],"for":[8,59,96],"the":[9,18,66],"last":[10],"three":[11],"decades,":[12],"with":[13],"numerous":[14],"algorithms":[15,38,89],"proposed":[16],"in":[17,65],"literature.":[19],"However,":[20],"putting":[21],"them":[22],"into":[23,39],"practice":[24],"is":[25,76],"often":[26],"a":[27,51,56,91],"complex":[28],"task":[29],"that":[30,54],"requires":[31],"implementing,":[32],"combining":[33],"and":[34,71,81,86,99],"configuring":[35,98],"complementary":[36],"individual":[37],"comprehensive":[40],"end-to-end":[41,101],"workflows.":[42],"To":[43],"facilitate":[44,78],"this":[45],"process,":[46],"we":[47],"are":[48],"developing":[49],"pyJedAI,":[50],"novel":[52],"system":[53],"provides":[55],"unifying":[57],"framework":[58],"any":[60],"type":[61],"of":[62,93],"main":[63],"works":[64],"field":[67],"(i.e.,":[68],"both":[69,79],"unsupervised":[70],"learning-based":[72],"ones).":[73],"Our":[74],"vision":[75],"to":[77,84],"novice":[80],"expert":[82],"users":[83],"use":[85],"combine":[87],"these":[88],"through":[90],"series":[92],"principled":[94],"approaches":[95],"automatically":[97],"benchmarking":[100],"pipelines.":[102]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
