{"id":"https://openalex.org/W2898480071","doi":"https://doi.org/10.1109/asonam.2018.8508726","title":"Ontology Based Similarity for Information Technology Skills","display_name":"Ontology Based Similarity for Information Technology Skills","publication_year":2018,"publication_date":"2018-08-01","ids":{"openalex":"https://openalex.org/W2898480071","doi":"https://doi.org/10.1109/asonam.2018.8508726","mag":"2898480071"},"language":"en","primary_location":{"id":"doi:10.1109/asonam.2018.8508726","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asonam.2018.8508726","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","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/A5027974033","display_name":"Yeshwanth Bashyam Balachander","orcid":null},"institutions":[{"id":"https://openalex.org/I51504820","display_name":"San Jose State University","ror":"https://ror.org/04qyvz380","country_code":"US","type":"education","lineage":["https://openalex.org/I51504820"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yeshwanth Balachander","raw_affiliation_strings":["Department of Computer Science, San Jose State University, San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, San Jose State University, San Jose, CA, USA","institution_ids":["https://openalex.org/I51504820"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019298277","display_name":"Teng-Sheng Moh","orcid":"https://orcid.org/0000-0002-2726-102X"},"institutions":[{"id":"https://openalex.org/I51504820","display_name":"San Jose State University","ror":"https://ror.org/04qyvz380","country_code":"US","type":"education","lineage":["https://openalex.org/I51504820"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Teng-Sheng Moh","raw_affiliation_strings":["Department of Computer Science, San Jose State University, San Jose, CA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, San Jose State University, San Jose, CA, USA","institution_ids":["https://openalex.org/I51504820"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5027974033"],"corresponding_institution_ids":["https://openalex.org/I51504820"],"apc_list":null,"apc_paid":null,"fwci":0.8144,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.80040494,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"302","last_page":"305"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9961000084877014,"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/T10028","display_name":"Topic Modeling","score":0.9961000084877014,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9930999875068665,"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"}},{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9926000237464905,"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":0.7402273416519165},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.7147170901298523},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.7142513990402222},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.6516655683517456},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6110129952430725},{"id":"https://openalex.org/keywords/semantic-similarity","display_name":"Semantic similarity","score":0.5897071361541748},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5011062622070312},{"id":"https://openalex.org/keywords/similarity-measure","display_name":"Similarity measure","score":0.49651986360549927},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.47497862577438354},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.42930811643600464},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36446714401245117},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3004821240901947},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09405097365379333}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7402273416519165},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.7147170901298523},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.7142513990402222},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.6516655683517456},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6110129952430725},{"id":"https://openalex.org/C130318100","wikidata":"https://www.wikidata.org/wiki/Q2268914","display_name":"Semantic similarity","level":2,"score":0.5897071361541748},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5011062622070312},{"id":"https://openalex.org/C2776517306","wikidata":"https://www.wikidata.org/wiki/Q29017317","display_name":"Similarity measure","level":2,"score":0.49651986360549927},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.47497862577438354},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.42930811643600464},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36446714401245117},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3004821240901947},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09405097365379333},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/asonam.2018.8508726","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asonam.2018.8508726","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.7900000214576721}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1781737156","https://openalex.org/W1970264778","https://openalex.org/W2000155277","https://openalex.org/W2052569240","https://openalex.org/W2078990125","https://openalex.org/W2087739686","https://openalex.org/W2134126205","https://openalex.org/W2136480620","https://openalex.org/W2174052796","https://openalex.org/W2342645056","https://openalex.org/W2803437449","https://openalex.org/W6685228328","https://openalex.org/W6751854905"],"related_works":["https://openalex.org/W2319693127","https://openalex.org/W2111173507","https://openalex.org/W4248020907","https://openalex.org/W2358805260","https://openalex.org/W2348055182","https://openalex.org/W2113226963","https://openalex.org/W2150502867","https://openalex.org/W2146960954","https://openalex.org/W2093483345","https://openalex.org/W2293073117"],"abstract_inverted_index":{"Online":[0],"job":[1],"search":[2,13],"and":[3,12,84],"talent":[4],"procurement":[5],"have":[6],"given":[7],"rise":[8],"to":[9,59,87],"challenging":[10],"match":[11],"problems":[14],"in":[15,46,106],"the":[16,41,51,103,108],"e-recruitment":[17],"domain.":[18],"Existing":[19],"systems":[20],"perform":[21],"direct":[22],"keyword":[23],"matching":[24,33],"of":[25,37],"technical":[26,54],"skills":[27,71],"which":[28,49],"misses":[29],"out":[30],"a":[31,65,73,89],"closely":[32],"candidate":[34],"on":[35],"account":[36],"it":[38,86],"not":[39],"having":[40],"exact":[42],"skills.":[43,55,111],"This":[44],"results":[45,48],"substandard":[47],"ignores":[50],"relationships":[52],"between":[53,69,110],"In":[56],"an":[57,80],"attempt":[58],"improve":[60],"relevancy,":[61],"this":[62],"paper":[63],"proposes":[64],"semantic":[66],"similarity":[67,90,95,109],"measure":[68],"IT":[70],"using":[72,82,92],"knowledge":[74],"based":[75,94],"approach.":[76],"The":[77,97],"approach":[78,99],"builds":[79],"ontology":[81],"DBpedia":[83],"uses":[85],"derive":[88],"score":[91],"feature":[93],"measures.":[96],"proposed":[98],"performs":[100],"better":[101],"than":[102],"Resumatcher":[104],"system":[105],"finding":[107]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
