{"id":"https://openalex.org/W2548431713","doi":"https://doi.org/10.1145/2993148.2993203","title":"Automated scoring of interview videos using Doc2Vec multimodal feature extraction paradigm","display_name":"Automated scoring of interview videos using Doc2Vec multimodal feature extraction paradigm","publication_year":2016,"publication_date":"2016-10-31","ids":{"openalex":"https://openalex.org/W2548431713","doi":"https://doi.org/10.1145/2993148.2993203","mag":"2548431713"},"language":"en","primary_location":{"id":"doi:10.1145/2993148.2993203","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2993148.2993203","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th ACM International Conference on Multimodal Interaction","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/A5100333418","display_name":"Lei Chen","orcid":"https://orcid.org/0000-0001-8113-0429"},"institutions":[{"id":"https://openalex.org/I1341030882","display_name":"Educational Testing Service","ror":"https://ror.org/03b5q4637","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1341030882"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Lei Chen","raw_affiliation_strings":["Educational Testing Service, USA"],"affiliations":[{"raw_affiliation_string":"Educational Testing Service, USA","institution_ids":["https://openalex.org/I1341030882"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082124101","display_name":"Gang Feng","orcid":"https://orcid.org/0000-0001-8508-8416"},"institutions":[{"id":"https://openalex.org/I1341030882","display_name":"Educational Testing Service","ror":"https://ror.org/03b5q4637","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1341030882"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gary Feng","raw_affiliation_strings":["Educational Testing Service, USA"],"affiliations":[{"raw_affiliation_string":"Educational Testing Service, USA","institution_ids":["https://openalex.org/I1341030882"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112228635","display_name":"Chee Wee Leong","orcid":null},"institutions":[{"id":"https://openalex.org/I1341030882","display_name":"Educational Testing Service","ror":"https://ror.org/03b5q4637","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1341030882"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chee Wee Leong","raw_affiliation_strings":["Educational Testing Service, USA"],"affiliations":[{"raw_affiliation_string":"Educational Testing Service, USA","institution_ids":["https://openalex.org/I1341030882"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026292394","display_name":"Blair Lehman","orcid":"https://orcid.org/0000-0002-4091-0688"},"institutions":[{"id":"https://openalex.org/I1341030882","display_name":"Educational Testing Service","ror":"https://ror.org/03b5q4637","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1341030882"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Blair Lehman","raw_affiliation_strings":["Educational Testing Service, USA"],"affiliations":[{"raw_affiliation_string":"Educational Testing Service, USA","institution_ids":["https://openalex.org/I1341030882"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039456504","display_name":"Michelle P. Mart\u00edn\u2010Raugh","orcid":"https://orcid.org/0000-0003-0550-6820"},"institutions":[{"id":"https://openalex.org/I1341030882","display_name":"Educational Testing Service","ror":"https://ror.org/03b5q4637","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1341030882"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michelle Martin-Raugh","raw_affiliation_strings":["Educational Testing Service, USA"],"affiliations":[{"raw_affiliation_string":"Educational Testing Service, USA","institution_ids":["https://openalex.org/I1341030882"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020287561","display_name":"Harrison J. Kell","orcid":"https://orcid.org/0000-0002-9401-5371"},"institutions":[{"id":"https://openalex.org/I1341030882","display_name":"Educational Testing Service","ror":"https://ror.org/03b5q4637","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1341030882"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Harrison Kell","raw_affiliation_strings":["Educational Testing Service, USA"],"affiliations":[{"raw_affiliation_string":"Educational Testing Service, USA","institution_ids":["https://openalex.org/I1341030882"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035943104","display_name":"Chongmin Lee","orcid":"https://orcid.org/0000-0003-4580-6748"},"institutions":[{"id":"https://openalex.org/I1341030882","display_name":"Educational Testing Service","ror":"https://ror.org/03b5q4637","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1341030882"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chong Min Lee","raw_affiliation_strings":["Educational Testing Service, USA"],"affiliations":[{"raw_affiliation_string":"Educational Testing Service, USA","institution_ids":["https://openalex.org/I1341030882"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008718449","display_name":"Su\u2010Youn Yoon","orcid":null},"institutions":[{"id":"https://openalex.org/I1341030882","display_name":"Educational Testing Service","ror":"https://ror.org/03b5q4637","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1341030882"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Su-Youn Yoon","raw_affiliation_strings":["Educational Testing Service, USA"],"affiliations":[{"raw_affiliation_string":"Educational Testing Service, USA","institution_ids":["https://openalex.org/I1341030882"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5100333418"],"corresponding_institution_ids":["https://openalex.org/I1341030882"],"apc_list":null,"apc_paid":null,"fwci":6.9125,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":{"value":0.96597747,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"161","last_page":"168"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12593","display_name":"Communication in Education and Healthcare","score":0.9466000199317932,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12593","display_name":"Communication in Education and Healthcare","score":0.9466000199317932,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12415","display_name":"Employer Branding and e-HRM","score":0.9345999956130981,"subfield":{"id":"https://openalex.org/subfields/1407","display_name":"Organizational Behavior and Human Resource Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10959","display_name":"Student Assessment and Feedback","score":0.9107999801635742,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7588516473770142},{"id":"https://openalex.org/keywords/rubric","display_name":"Rubric","score":0.6927990913391113},{"id":"https://openalex.org/keywords/interview","display_name":"Interview","score":0.6125002503395081},{"id":"https://openalex.org/keywords/job-interview","display_name":"Job interview","score":0.6079957485198975},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.5616259574890137},{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.4273124635219574},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4244476556777954},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.41935068368911743},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.3910050690174103},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3357510268688202},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3208755850791931},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.21760642528533936},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.08905857801437378}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7588516473770142},{"id":"https://openalex.org/C111640148","wikidata":"https://www.wikidata.org/wiki/Q847349","display_name":"Rubric","level":2,"score":0.6927990913391113},{"id":"https://openalex.org/C24845683","wikidata":"https://www.wikidata.org/wiki/Q178651","display_name":"Interview","level":2,"score":0.6125002503395081},{"id":"https://openalex.org/C2776587543","wikidata":"https://www.wikidata.org/wiki/Q850171","display_name":"Job interview","level":2,"score":0.6079957485198975},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.5616259574890137},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.4273124635219574},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4244476556777954},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.41935068368911743},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.3910050690174103},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3357510268688202},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3208755850791931},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.21760642528533936},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.08905857801437378},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2993148.2993203","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2993148.2993203","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th ACM International Conference on Multimodal Interaction","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W168564468","https://openalex.org/W334543181","https://openalex.org/W1831050183","https://openalex.org/W1833550036","https://openalex.org/W1878289447","https://openalex.org/W1970133551","https://openalex.org/W1973672195","https://openalex.org/W1974717757","https://openalex.org/W1977709910","https://openalex.org/W1979364015","https://openalex.org/W1981244178","https://openalex.org/W1986087037","https://openalex.org/W1986279052","https://openalex.org/W1993651458","https://openalex.org/W1994675982","https://openalex.org/W2026497770","https://openalex.org/W2029714756","https://openalex.org/W2031899702","https://openalex.org/W2058497930","https://openalex.org/W2059376792","https://openalex.org/W2078956100","https://openalex.org/W2110652451","https://openalex.org/W2114595019","https://openalex.org/W2140910804","https://openalex.org/W2145669959","https://openalex.org/W2149705496","https://openalex.org/W2151756636","https://openalex.org/W2158192499","https://openalex.org/W2162494996","https://openalex.org/W2169025255","https://openalex.org/W2177113878","https://openalex.org/W2187051967","https://openalex.org/W2293551877","https://openalex.org/W2400596636","https://openalex.org/W2489406233","https://openalex.org/W2696872833","https://openalex.org/W2949547296","https://openalex.org/W2950133940","https://openalex.org/W2981542137","https://openalex.org/W2997591727"],"related_works":["https://openalex.org/W4389009387","https://openalex.org/W3082302788","https://openalex.org/W2073300957","https://openalex.org/W2941248034","https://openalex.org/W3088612703","https://openalex.org/W1669428460","https://openalex.org/W4388936879","https://openalex.org/W2156546954","https://openalex.org/W2074032805","https://openalex.org/W2418549319"],"abstract_inverted_index":{"As":[0],"the":[1,10,67,104,122],"popularity":[2],"of":[3,27,36,45,53,69,125],"video-based":[4],"job":[5],"interviews":[6],"rises,":[7],"so":[8],"does":[9],"need":[11],"for":[12,121],"automated":[13,43,123],"tools":[14],"to":[15,56],"evaluate":[16],"interview":[17,46,58,63,73,126],"performance.":[18],"Real":[19],"world":[20],"hiring":[21],"decisions":[22],"are":[23],"based":[24],"on":[25,42,82],"assessments":[26],"knowledge":[28],"and":[29,61,86,103],"skills":[30],"as":[31,33,75,77],"well":[32,76],"holistic":[34,87],"judgments":[35],"person-job":[37],"fit.":[38],"While":[39],"previous":[40],"research":[41],"scoring":[44,124],"videos":[47],"shows":[48],"promise,":[49],"it":[50],"lacks":[51],"coverage":[52],"monologue-style":[54],"responses":[55],"structured":[57],"(SI)":[59],"questions":[60],"content-focused":[62],"rating.":[64],"We":[65],"report":[66],"development":[68],"a":[70],"standardized":[71],"video":[72,100],"protocol":[74],"human":[78],"rating":[79],"rubrics":[80],"focusing":[81],"verbal":[83],"content,":[84],"personality,":[85],"judgment.":[88],"A":[89],"novel":[90,116],"feature":[91],"extraction":[92],"method":[93,117],"using":[94],"``visual":[95],"words\"":[96],"automatically":[97],"learned":[98],"from":[99],"analysis":[101],"outputs":[102],"Doc2Vec":[105],"paradigm":[106],"is":[107],"proposed.":[108],"Our":[109],"promising":[110],"experimental":[111],"results":[112],"suggest":[113],"that":[114],"this":[115],"provides":[118],"effective":[119],"representations":[120],"videos.":[127]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
