{"id":"https://openalex.org/W4392929703","doi":"https://doi.org/10.48550/arxiv.2403.09806","title":"xLP: Explainable Link Prediction for Master Data Management","display_name":"xLP: Explainable Link Prediction for Master Data Management","publication_year":2024,"publication_date":"2024-03-14","ids":{"openalex":"https://openalex.org/W4392929703","doi":"https://doi.org/10.48550/arxiv.2403.09806"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2403.09806","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2403.09806","pdf_url":"https://arxiv.org/pdf/2403.09806","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2403.09806","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004415373","display_name":"Balaji Ganesan","orcid":"https://orcid.org/0000-0003-4604-1329"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ganesan, Balaji","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039822857","display_name":"Matheen Ahmed Pasha","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pasha, Matheen Ahmed","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5094185880","display_name":"Srinivasa Parkala","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Parkala, Srinivasa","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006335038","display_name":"Neeraj R Singh","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Singh, Neeraj R","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030131412","display_name":"Gayatri Mishra","orcid":"https://orcid.org/0000-0001-8941-5445"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mishra, Gayatri","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101476333","display_name":"Sumit Bhatia","orcid":"https://orcid.org/0000-0002-7019-6841"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bhatia, Sumit","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102917997","display_name":"Hima Patel","orcid":"https://orcid.org/0000-0002-0031-8428"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Patel, Hima","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071988314","display_name":"Somashekar Naganna","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Naganna, Somashekar","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5046646390","display_name":"Sameep Mehta","orcid":"https://orcid.org/0000-0002-9599-1526"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mehta, Sameep","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5004415373"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"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":0.9886999726295471,"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":0.9886999726295471,"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/T10028","display_name":"Topic Modeling","score":0.980400025844574,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9368000030517578,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/link","display_name":"Link (geometry)","score":0.7368995547294617},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4899277091026306},{"id":"https://openalex.org/keywords/data-management","display_name":"Data management","score":0.43992969393730164},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.24310612678527832},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.212782621383667}],"concepts":[{"id":"https://openalex.org/C2778753846","wikidata":"https://www.wikidata.org/wiki/Q6554239","display_name":"Link (geometry)","level":2,"score":0.7368995547294617},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4899277091026306},{"id":"https://openalex.org/C1668388","wikidata":"https://www.wikidata.org/wiki/Q1149776","display_name":"Data management","level":2,"score":0.43992969393730164},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.24310612678527832},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.212782621383667}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2403.09806","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2403.09806","pdf_url":"https://arxiv.org/pdf/2403.09806","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2403.09806","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2403.09806","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2403.09806","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2403.09806","pdf_url":"https://arxiv.org/pdf/2403.09806","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4392929703.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W1518185400","https://openalex.org/W3200586296","https://openalex.org/W2390279801","https://openalex.org/W4230332972","https://openalex.org/W2358668433","https://openalex.org/W1998033311","https://openalex.org/W4247322236","https://openalex.org/W4231165741","https://openalex.org/W2376932109"],"abstract_inverted_index":{"Explaining":[0],"neural":[1],"model":[2,25],"predictions":[3,26],"to":[4,73,76],"users":[5,75],"requires":[6],"creativity.":[7],"Especially":[8],"in":[9,23,34,49,69],"enterprise":[10],"applications,":[11],"where":[12],"there":[13],"are":[14,80],"costs":[15],"associated":[16],"with":[17],"users'":[18],"time,":[19],"and":[20,57],"their":[21],"trust":[22],"the":[24],"is":[27],"critical":[28],"for":[29,66],"adoption.":[30],"For":[31],"link":[32,67],"prediction":[33,68],"master":[35],"data":[36],"management,":[37],"we":[38,63],"have":[39],"built":[40],"a":[41,70],"number":[42],"of":[43],"explainability":[44],"solutions":[45],"drawing":[46],"from":[47],"research":[48],"interpretability,":[50],"fact":[51],"verification,":[52],"path":[53],"ranking,":[54],"neuro-symbolic":[55],"reasoning":[56],"self-explaining":[58],"AI.":[59],"In":[60],"this":[61],"demo,":[62],"present":[64],"explanations":[65,78],"creative":[71],"way,":[72],"allow":[74],"choose":[77],"they":[79],"more":[81],"comfortable":[82],"with.":[83]},"counts_by_year":[],"updated_date":"2026-03-11T14:59:36.786465","created_date":"2025-10-10T00:00:00"}