{"id":"https://openalex.org/W4413796566","doi":"https://doi.org/10.3233/ssw250015","title":"Linking with Bias: Domain-Specific Behaviour in Entity Linking Systems","display_name":"Linking with Bias: Domain-Specific Behaviour in Entity Linking Systems","publication_year":2025,"publication_date":"2025-08-26","ids":{"openalex":"https://openalex.org/W4413796566","doi":"https://doi.org/10.3233/ssw250015"},"language":"en","primary_location":{"id":"doi:10.3233/ssw250015","is_oa":true,"landing_page_url":"https://doi.org/10.3233/ssw250015","pdf_url":null,"source":{"id":"https://openalex.org/S4210172742","display_name":"Studies on the semantic web","issn_l":"2215-0870","issn":["2215-0870"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"ebook platform"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies on the Semantic Web","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.3233/ssw250015","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015277622","display_name":"Kristian Noullet","orcid":"https://orcid.org/0000-0002-4916-9443"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Kristian Noullet","raw_affiliation_strings":["Karlsruhe Institute for Technology (KIT), Karlsruhe, Germany"],"raw_orcid":"https://orcid.org/0000-0002-4916-9443","affiliations":[{"raw_affiliation_string":"Karlsruhe Institute for Technology (KIT), Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093365650","display_name":"Ayoub Ourgani","orcid":"https://orcid.org/0009-0006-4507-0848"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ayoub Ourgani","raw_affiliation_strings":["Karlsruhe Institute for Technology (KIT), Karlsruhe, Germany"],"raw_orcid":"https://orcid.org/0009-0006-4507-0848","affiliations":[{"raw_affiliation_string":"Karlsruhe Institute for Technology (KIT), Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119464356","display_name":"Niklas Lakner","orcid":null},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Niklas Lakner","raw_affiliation_strings":["Karlsruhe Institute for Technology (KIT), Karlsruhe, Germany"],"raw_orcid":"https://orcid.org/0009-0001-7855-3524","affiliations":[{"raw_affiliation_string":"Karlsruhe Institute for Technology (KIT), Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016367496","display_name":"Tobias K\u00e4fer","orcid":"https://orcid.org/0000-0003-0576-7457"},"institutions":[{"id":"https://openalex.org/I102335020","display_name":"Karlsruhe Institute of Technology","ror":"https://ror.org/04t3en479","country_code":"DE","type":"education","lineage":["https://openalex.org/I102335020","https://openalex.org/I1305996414"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tobias K\u00e4fer","raw_affiliation_strings":["Karlsruhe Institute for Technology (KIT), Karlsruhe, Germany"],"raw_orcid":"https://orcid.org/0000-0003-0576-7457","affiliations":[{"raw_affiliation_string":"Karlsruhe Institute for Technology (KIT), Karlsruhe, Germany","institution_ids":["https://openalex.org/I102335020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5015277622"],"corresponding_institution_ids":["https://openalex.org/I102335020"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.53796271,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9905999898910522,"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":0.9905999898910522,"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/T12028","display_name":"Knowledge Management and Sharing","score":0.9524999856948853,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9422000050544739,"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":0.729293942451477},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.722061038017273},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.6189990639686584},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5375399589538574},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.44450095295906067},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3478827476501465},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3307895064353943},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3247833251953125},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.25169533491134644},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07239851355552673}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.729293942451477},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.722061038017273},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.6189990639686584},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5375399589538574},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.44450095295906067},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3478827476501465},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3307895064353943},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3247833251953125},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.25169533491134644},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07239851355552673},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/ssw250015","is_oa":true,"landing_page_url":"https://doi.org/10.3233/ssw250015","pdf_url":null,"source":{"id":"https://openalex.org/S4210172742","display_name":"Studies on the semantic web","issn_l":"2215-0870","issn":["2215-0870"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"ebook platform"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies on the Semantic Web","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.3233/ssw250015","is_oa":true,"landing_page_url":"https://doi.org/10.3233/ssw250015","pdf_url":null,"source":{"id":"https://openalex.org/S4210172742","display_name":"Studies on the semantic web","issn_l":"2215-0870","issn":["2215-0870"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"ebook platform"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies on the Semantic Web","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2361861616","https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W2263699433","https://openalex.org/W2377979023","https://openalex.org/W2218034408","https://openalex.org/W4229499248","https://openalex.org/W2392921965","https://openalex.org/W2566006169","https://openalex.org/W1567818861"],"abstract_inverted_index":{"Purpose:":[0],"The":[1],"purpose":[2],"of":[3,30,147,155],"this":[4],"paper":[5],"is":[6,74],"to":[7,20,62,78],"determine":[8,68,79],"whether":[9,69],"a":[10,55,75,159],"domain-based":[11],"bias":[12],"exists":[13],"within":[14],"entity":[15,31,46],"linking":[16],"techniques":[17],"and":[18,48,90,122,131,137,153,164,169,176],"how":[19,27],"potentially":[21],"mitigate":[22,123],"it.":[23],"Methodology:":[24],"To":[25,120],"study":[26],"annotation":[28,91],"results":[29,114],"linkers":[32,47],"are":[33],"domain-dependent,":[34],"we":[35,93,126],"annotate":[36],"6":[37],"widely":[38],"used":[39],"benchmarks":[40,132],"from":[41],"varying":[42],"domains":[43,67,89],"with":[44],"12":[45],"identify":[49],"37":[50],"distinct":[51],"topics.":[52],"We":[53,167],"adopt":[54],"predictive":[56],"approach":[57],"that":[58,95,112],"leverages":[59],"topic":[60],"modelling":[61],"assess":[63],"system":[64,98,117],"performance":[65,105],"across":[66,101],"domain":[70,124,148],"information":[71],"by":[72],"itself":[73],"sufficient":[76],"signal":[77],"an":[80],"optimal":[81,113],"system.":[82],"Findings:":[83],"By":[84],"analysing":[85],"the":[86,144,151],"interaction":[87],"between":[88],"behaviour,":[92],"find":[94],"no":[96],"single":[97],"consistently":[99],"outperforms":[100],"all":[102,172],"domains.":[103],"Instead,":[104],"varies":[106],"significantly":[107],"depending":[108],"on":[109,182],"domain,":[110],"suggesting":[111],"require":[115],"domain-specific":[116],"selection.":[118],"Value:":[119],"detect":[121],"effects,":[125],"provide":[127],"our":[128,183],"approach,":[129],"tools,":[130],"for":[133,161,178],"enhanced":[134],"domain-balanced":[135],"(DOMiNO)":[136],"domain-aware":[138],"(DOMeX)":[139],"evaluation.":[140],"Our":[141],"findings":[142,177],"underline":[143],"critical":[145],"role":[146],"awareness":[149],"in":[150],"development":[152],"deployment":[154],"text-processing":[156],"systems,":[157],"providing":[158],"pathway":[160],"more":[162],"adaptable":[163],"robust":[165],"methodologies.":[166],"release":[168],"open":[170],"source":[171],"generated":[173],"data,":[174],"code":[175],"future":[179],"research":[180],"endeavours":[181],"repository":[184],"at":[185],"https://github.com/kmdn/linking_bias/.":[186]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}