{"id":"https://openalex.org/W7111333303","doi":"https://doi.org/10.1145/3731443.3771345","title":"Bridging Data Gaps: Harnessing Semantic Associations for Knowledge Discovery in Colonial Heritage","display_name":"Bridging Data Gaps: Harnessing Semantic Associations for Knowledge Discovery in Colonial Heritage","publication_year":2025,"publication_date":"2025-12-09","ids":{"openalex":"https://openalex.org/W7111333303","doi":"https://doi.org/10.1145/3731443.3771345"},"language":"en","primary_location":{"id":"doi:10.1145/3731443.3771345","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3731443.3771345","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Knowledge Capture Conference 2025","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3731443.3771345","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Sarah Binta Alam Shoilee","orcid":"https://orcid.org/0000-0001-9458-8105"},"institutions":[{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Sarah Binta Alam Shoilee","raw_affiliation_strings":["Vrije Universiteit Amsterdam, Amasterdam, Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-9458-8105","affiliations":[{"raw_affiliation_string":"Vrije Universiteit Amsterdam, Amasterdam, Netherlands","institution_ids":["https://openalex.org/I865915315"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Victor de Boer","orcid":"https://orcid.org/0000-0001-9079-039X"},"institutions":[{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Victor de Boer","raw_affiliation_strings":["Vrije Universiteit Amsterdam, Amsterdam, Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-9079-039X","affiliations":[{"raw_affiliation_string":"Vrije Universiteit Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I865915315"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Annastiina Ahola","orcid":"https://orcid.org/0009-0008-6369-4712"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Annastiina Ahola","raw_affiliation_strings":["Semantic Computing Research Group (SeCo), Aalto University, Espoo, Finland"],"raw_orcid":"https://orcid.org/0009-0008-6369-4712","affiliations":[{"raw_affiliation_string":"Semantic Computing Research Group (SeCo), Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Heikki Rantala","orcid":"https://orcid.org/0000-0002-4716-6564"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Heikki Rantala","raw_affiliation_strings":["Semantic Computing Research Group (SeCo), Aalto University, Espoo, Finland"],"raw_orcid":"https://orcid.org/0000-0002-4716-6564","affiliations":[{"raw_affiliation_string":"Semantic Computing Research Group (SeCo), Aalto University, Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Eero Hyv\u00f6nen","orcid":"https://orcid.org/0000-0003-1695-5840"},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Eero Hyv\u00f6nen","raw_affiliation_strings":["Semantic Computing Research Group (SeCo), Aalto University, Espoo, Finland and Helsinki Centre for Digital Humanities (HELDIG), University of Helsinki, Helsinki, Finland"],"raw_orcid":"https://orcid.org/0000-0003-1695-5840","affiliations":[{"raw_affiliation_string":"Semantic Computing Research Group (SeCo), Aalto University, Espoo, Finland and Helsinki Centre for Digital Humanities (HELDIG), University of Helsinki, Helsinki, Finland","institution_ids":["https://openalex.org/I9927081"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jacco van Ossenbruggen","orcid":"https://orcid.org/0000-0002-7748-4715"},"institutions":[{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jacco van Ossenbruggen","raw_affiliation_strings":["Vrije Universiteit Amsterdam, Amsterdam, Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-7748-4715","affiliations":[{"raw_affiliation_string":"Vrije Universiteit Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I865915315"]}]},{"author_position":"last","author":{"id":null,"display_name":"Susan Leg\u00eane","orcid":"https://orcid.org/0000-0002-2826-9541"},"institutions":[{"id":"https://openalex.org/I865915315","display_name":"Vrije Universiteit Amsterdam","ror":"https://ror.org/008xxew50","country_code":"NL","type":"education","lineage":["https://openalex.org/I865915315"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Susan Leg\u00eane","raw_affiliation_strings":["Vrije Universiteit Amsterdam, Amsterdam, Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-2826-9541","affiliations":[{"raw_affiliation_string":"Vrije Universiteit Amsterdam, Amsterdam, Netherlands","institution_ids":["https://openalex.org/I865915315"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I865915315"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.78062328,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"35","last_page":"43"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.17630000412464142,"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"}},"topics":[{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.17630000412464142,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.12540000677108765,"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/T11986","display_name":"Scientific Computing and Data Management","score":0.09939999878406525,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/bridging","display_name":"Bridging (networking)","score":0.8116000294685364},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.5770000219345093},{"id":"https://openalex.org/keywords/domain-knowledge","display_name":"Domain knowledge","score":0.5378999710083008},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.4528999924659729},{"id":"https://openalex.org/keywords/linked-data","display_name":"Linked data","score":0.44209998846054077},{"id":"https://openalex.org/keywords/cultural-heritage","display_name":"Cultural heritage","score":0.4341000020503998},{"id":"https://openalex.org/keywords/user-interface","display_name":"User interface","score":0.3880000114440918},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.3833000063896179},{"id":"https://openalex.org/keywords/data-discovery","display_name":"Data discovery","score":0.3653999865055084}],"concepts":[{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.8116000294685364},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6643000245094299},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5981000065803528},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.5770000219345093},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.5378999710083008},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.4528999924659729},{"id":"https://openalex.org/C69075417","wikidata":"https://www.wikidata.org/wiki/Q515701","display_name":"Linked data","level":3,"score":0.44209998846054077},{"id":"https://openalex.org/C60671577","wikidata":"https://www.wikidata.org/wiki/Q210272","display_name":"Cultural heritage","level":2,"score":0.4341000020503998},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.3880000114440918},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.3833000063896179},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3709999918937683},{"id":"https://openalex.org/C2777516300","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data discovery","level":3,"score":0.3653999865055084},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.3564000129699707},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.3449000120162964},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3391000032424927},{"id":"https://openalex.org/C90312973","wikidata":"https://www.wikidata.org/wiki/Q7449052","display_name":"Semantic data model","level":2,"score":0.32899999618530273},{"id":"https://openalex.org/C116409475","wikidata":"https://www.wikidata.org/wiki/Q1385056","display_name":"External Data Representation","level":2,"score":0.32739999890327454},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3098999857902527},{"id":"https://openalex.org/C115925183","wikidata":"https://www.wikidata.org/wiki/Q1412694","display_name":"Knowledge-based systems","level":2,"score":0.29010000824928284},{"id":"https://openalex.org/C514011633","wikidata":"https://www.wikidata.org/wiki/Q1428168","display_name":"Traditional knowledge","level":3,"score":0.2824999988079071},{"id":"https://openalex.org/C85407183","wikidata":"https://www.wikidata.org/wiki/Q1045785","display_name":"Semantic network","level":2,"score":0.2777999937534332},{"id":"https://openalex.org/C6881194","wikidata":"https://www.wikidata.org/wiki/Q7449091","display_name":"Semantic technology","level":4,"score":0.2732999920845032},{"id":"https://openalex.org/C531593650","wikidata":"https://www.wikidata.org/wiki/Q7167","display_name":"Colonialism","level":2,"score":0.26969999074935913},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.26330000162124634},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.26179999113082886},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.2597000002861023},{"id":"https://openalex.org/C186528591","wikidata":"https://www.wikidata.org/wiki/Q619544","display_name":"Body of knowledge","level":2,"score":0.257999986410141},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.2533000111579895}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3731443.3771345","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3731443.3771345","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Knowledge Capture Conference 2025","raw_type":"proceedings-article"},{"id":"pmh:oai:research.vu.nl:openaire_cris_publications/7ef940fe-f367-47a5-9576-e29e7548d3f5","is_oa":true,"landing_page_url":"https://research.vu.nl/en/publications/7ef940fe-f367-47a5-9576-e29e7548d3f5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401107","display_name":"VU Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I865915315","host_organization_name":"Vrije Universiteit Amsterdam","host_organization_lineage":["https://openalex.org/I865915315"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Shoilee, S B A, De Boer, V, Ahola, A, Rantala, H, Hyv\u00f6nen, E, Van Ossenbruggen, J & Leg\u00eane, S 2025, Bridging Data Gaps : Harnessing Semantic Associations for Knowledge Discovery in Colonial Heritage. in C Shimizu, S Ferrada & L Kagal (eds), K-CAP '25: Proceedings of the 13th Knowledge Capture Conference 2025. Association for Computing Machinery, Inc, pp. 35-43, 13th International Conference on Knowledge Capture, K-CAP 2025, Dayton, United States, 10/12/25. https://doi.org/10.1145/3731443.3771345","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:aaltodoc.aalto.fi:123456789/141561","is_oa":true,"landing_page_url":"https://research.aalto.fi/en/publications/ced68ef8-807b-4723-b985-26772d10eea1","pdf_url":"https://research.aalto.fi/files/203058208/Bridging_Data_Gaps.pdf","source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"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":null,"raw_type":"publishedVersion"},{"id":"pmh:oai:research.vu.nl:openaire/7ef940fe-f367-47a5-9576-e29e7548d3f5","is_oa":true,"landing_page_url":"https://hdl.handle.net/1871.1/7ef940fe-f367-47a5-9576-e29e7548d3f5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401107","display_name":"VU Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I865915315","host_organization_name":"Vrije Universiteit Amsterdam","host_organization_lineage":["https://openalex.org/I865915315"],"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":"Shoilee, S B A, De Boer, V, Ahola, A, Rantala, H, Hyv\u00f6nen, E, Van Ossenbruggen, J & Leg\u00eane, S 2025, Bridging Data Gaps : Harnessing Semantic Associations for Knowledge Discovery in Colonial Heritage. in C Shimizu, S Ferrada & L Kagal (eds), K-CAP '25: Proceedings of the 13th Knowledge Capture Conference 2025. Association for Computing Machinery, Inc, pp. 35-43, 13th International Conference on Knowledge Capture, K-CAP 2025, Dayton, United States, 10/12/25. https://doi.org/10.1145/3731443.3771345","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"doi:10.1145/3731443.3771345","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3731443.3771345","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Knowledge Capture Conference 2025","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.718278169631958,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320322725","display_name":"China Scholarship Council","ror":"https://ror.org/04atp4p48"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1576094819","https://openalex.org/W2021326802","https://openalex.org/W2026367279","https://openalex.org/W2234368958","https://openalex.org/W2549942768","https://openalex.org/W2766457480","https://openalex.org/W2783494786","https://openalex.org/W2907344006","https://openalex.org/W2983615487","https://openalex.org/W3140293287","https://openalex.org/W4213156274","https://openalex.org/W4254088696","https://openalex.org/W4293582132","https://openalex.org/W4380988919","https://openalex.org/W4385598457","https://openalex.org/W4386834869","https://openalex.org/W4403867297","https://openalex.org/W4404165649","https://openalex.org/W4405746950","https://openalex.org/W4407005582","https://openalex.org/W4415083175"],"related_works":[],"abstract_inverted_index":{"Cultural":[0],"heritage":[1],"data,":[2,36,206],"particularly":[3,104],"from":[4,27],"colonial":[5,69],"contexts,":[6],"frequently":[7],"presents":[8],"an":[9],"incomplete":[10],"and":[11,34,45,102,110,121,196],"biased":[12],"view,":[13],"reflecting":[14],"historical":[15],"institutional":[16],"priorities":[17],"more":[18],"than":[19],"contemporary":[20],"knowledge":[21,24,54,194],"requirements.":[22],"Consequently,":[23],"graphs":[25],"derived":[26],"these":[28,151],"records":[29],"often":[30],"contain":[31],"incomplete,":[32],"fragmented,":[33],"skewed":[35],"including":[37],"absent":[38],"attributes":[39],"or":[40,218],"values,":[41],"missing":[42,217],"semantic":[43,117,124],"links,":[44],"under-represented":[46],"perspectives.":[47],"This":[48],"work":[49],"addresses":[50],"the":[51,65,169,186,189,201,204,222],"challenge":[52],"of":[53,68,89,112,116,188,203],"discovery":[55,195],"under":[56],"such":[57],"limitations,":[58],"presenting":[59],"a":[60,74,80,95,173],"real-world":[61],"case":[62],"study":[63,175],"on":[64],"provenance":[66],"research":[67],"cultural":[70],"heritage.":[71],"We":[72,147,167],"present":[73],"task-aware":[75],"design":[76,87],"method":[77],"for":[78,132],"building":[79],"tool":[81,190],"to":[82,107,163,179,199],"facilitate":[83],"this":[84,90],"process.":[85],"The":[86,183],"approach":[88],"application":[91,171],"is":[92,103],"rooted":[93],"in":[94,98,127,191,221],"Knowledge":[96],"Discovery":[97],"Database":[99],"(KDD)":[100],"framework":[101],"novel":[105],"due":[106],"its":[108,181],"formalisation":[109],"operationalisation":[111],"three":[113],"distinct":[114],"types":[115],"association:":[118],"explicit,":[119],"abstract,":[120],"implicit.":[122],"These":[123],"associations,":[125],"grounded":[126],"domain":[128,177],"interpretation,":[129],"are":[130],"crucial":[131],"bridging":[133],"data":[134,224],"gaps":[135],"where":[136],"user":[137,158,174],"information":[138,215],"needs":[139],"cannot":[140],"be":[141,154],"directly":[142],"met":[143],"by":[144],"existing":[145],"data.":[146],"further":[148],"demonstrate":[149],"how":[150],"associations":[152],"can":[153],"effectively":[155],"communicated":[156],"through":[157,172],"interface":[159],"components,":[160],"enabling":[161,192],"users":[162,208],"infer":[164,211],"new":[165,193],"knowledge.":[166],"evaluated":[168],"resultant":[170],"among":[176],"experts":[178],"assess":[180],"efficacy.":[182],"evaluation":[184],"confirms":[185],"effectiveness":[187],"reveals":[197],"opportunities":[198],"improve":[200],"representation":[202],"underlying":[205],"as":[207],"could":[209],"successfully":[210],"insights":[212],"even":[213],"when":[214],"was":[216],"poorly":[219],"captured":[220],"original":[223],"sets.":[225]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-12-10T00:00:00"}