{"id":"https://openalex.org/W7224138541","doi":null,"title":"A Multimodal AI-Based Adaptive Mock Interview System","display_name":"A Multimodal AI-Based Adaptive Mock Interview System","publication_year":2026,"publication_date":"2026-10-27","ids":{"openalex":"https://openalex.org/W7224138541"},"language":"en","primary_location":{"id":"pmh:oai:ojs2.ballisticsjournal.com:article/768","doi":null,"is_oa":true,"landing_page_url":"https://ballisticsjournal.com/index.php/journal/article/view/768","pdf_url":"https://ballisticsjournal.com/index.php/journal/article/download/768/529","source":{"id":"https://openalex.org/S4390297166","display_name":"Dandao Xuebao/Journal of Ballistics","issn_l":"1004-499X","issn":["1004-499X"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["poland-20","russia-white-list-4"],"host_organization":"https://openalex.org/P4353079759","host_organization_name":"Science and Engineering Research Support Society","host_organization_lineage":["https://openalex.org/P4353079759"],"host_organization_lineage_names":["Science and Engineering Research Support Society"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"1004-499X","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ballisticsjournal.com/index.php/journal/article/download/768/529","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5160064918","display_name":"Lakshita Saini","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210098857","display_name":"Government of Himachal Pradesh","ror":"https://ror.org/013bmyp84","country_code":"IN","type":"government","lineage":["https://openalex.org/I4210098857"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Lakshita Saini","raw_affiliation_strings":["Department of Computer Science and Engineering , Government College Dharamshala , Himachal Pradesh , India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering , Government College Dharamshala , Himachal Pradesh , India","institution_ids":["https://openalex.org/I4210098857"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5160064918"],"corresponding_institution_ids":["https://openalex.org/I4210098857"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.89108543,"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/T13812","display_name":"AI and HR Technologies","score":0.9707000255584717,"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"}},"topics":[{"id":"https://openalex.org/T13812","display_name":"AI and HR Technologies","score":0.9707000255584717,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.013199999928474426,"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/T14414","display_name":"Artificial Intelligence in Education","score":0.0032999999821186066,"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/large-language-models","display_name":"large language models","score":0.7680000066757202},{"id":"https://openalex.org/keywords/multimodal-fusion","display_name":"multimodal fusion","score":0.7170000076293945},{"id":"https://openalex.org/keywords/computer-science-students","display_name":"computer science students","score":0.6299999952316284},{"id":"https://openalex.org/keywords/interview-practice","display_name":"interview practice","score":0.3970000147819519}],"concepts":[{"id":"https://openalex.org/C111640148","wikidata":"https://www.wikidata.org/wiki/Q847349","display_name":"Rubric","level":2,"score":0.8421000242233276},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5656999945640564},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4156999886035919},{"id":"https://openalex.org/C2780910867","wikidata":"https://www.wikidata.org/wiki/Q1952416","display_name":"Multimodality","level":2,"score":0.38040000200271606},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.36090001463890076},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.3578999936580658},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.3179999887943268},{"id":"https://openalex.org/C133112747","wikidata":"https://www.wikidata.org/wiki/Q7251931","display_name":"Protocol analysis","level":2,"score":0.3037000000476837},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.30090001225471497},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2919999957084656},{"id":"https://openalex.org/C2780554381","wikidata":"https://www.wikidata.org/wiki/Q2063340","display_name":"Sensemaking","level":2,"score":0.29190000891685486},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.2897000014781952},{"id":"https://openalex.org/C24845683","wikidata":"https://www.wikidata.org/wiki/Q178651","display_name":"Interview","level":2,"score":0.28859999775886536},{"id":"https://openalex.org/C84389358","wikidata":"https://www.wikidata.org/wiki/Q1129466","display_name":"Discourse analysis","level":2,"score":0.2854999899864197},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2806999981403351},{"id":"https://openalex.org/C533356498","wikidata":"https://www.wikidata.org/wiki/Q843894","display_name":"Critical thinking","level":2,"score":0.27480000257492065},{"id":"https://openalex.org/C78821406","wikidata":"https://www.wikidata.org/wiki/Q391810","display_name":"Think aloud protocol","level":3,"score":0.27320000529289246},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.27129998803138733},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.2651999890804291},{"id":"https://openalex.org/C2776496909","wikidata":"https://www.wikidata.org/wiki/Q7313984","display_name":"Repertory grid","level":2,"score":0.2639000117778778},{"id":"https://openalex.org/C42525527","wikidata":"https://www.wikidata.org/wiki/Q1209955","display_name":"Formative assessment","level":2,"score":0.2549999952316284},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.25290000438690186}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:ojs2.ballisticsjournal.com:article/768","doi":null,"is_oa":true,"landing_page_url":"https://ballisticsjournal.com/index.php/journal/article/view/768","pdf_url":"https://ballisticsjournal.com/index.php/journal/article/download/768/529","source":{"id":"https://openalex.org/S4390297166","display_name":"Dandao Xuebao/Journal of Ballistics","issn_l":"1004-499X","issn":["1004-499X"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["poland-20","russia-white-list-4"],"host_organization":"https://openalex.org/P4353079759","host_organization_name":"Science and Engineering Research Support Society","host_organization_lineage":["https://openalex.org/P4353079759"],"host_organization_lineage_names":["Science and Engineering Research Support Society"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"1004-499X","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:ojs2.ballisticsjournal.com:article/768","doi":null,"is_oa":true,"landing_page_url":"https://ballisticsjournal.com/index.php/journal/article/view/768","pdf_url":"https://ballisticsjournal.com/index.php/journal/article/download/768/529","source":{"id":"https://openalex.org/S4390297166","display_name":"Dandao Xuebao/Journal of Ballistics","issn_l":"1004-499X","issn":["1004-499X"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["poland-20","russia-white-list-4"],"host_organization":"https://openalex.org/P4353079759","host_organization_name":"Science and Engineering Research Support Society","host_organization_lineage":["https://openalex.org/P4353079759"],"host_organization_lineage_names":["Science and Engineering Research Support Society"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"1004-499X","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7224138541.pdf","grobid_xml":"https://content.openalex.org/works/W7224138541.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7143354129","https://openalex.org/W7147141025","https://openalex.org/W7223817200","https://openalex.org/W7200432022","https://openalex.org/W7124881469","https://openalex.org/W7153456164","https://openalex.org/W7162196466","https://openalex.org/W7131418011","https://openalex.org/W7220190415","https://openalex.org/W7138935987"],"abstract_inverted_index":{"Technical":[0],"interviews":[1,45,173],"require":[2],"candidates":[3],"to":[4,40,52],"solve":[5],"problems,":[6],"articulate":[7],"their":[8],"thinking":[9],"and":[10,44,65,68,81,131,156,182,200],"manage":[11],"time":[12],"constraints,":[13],"but":[14],"most":[15],"current":[16],"practice":[17],"tools":[18],"consider":[19],"only":[20,199],"one":[21],"of":[22,30,37,169],"these":[23],"aspects.":[24],"This":[25],"paper":[26,92,186],"reviews":[27],"the":[28,91,201],"development":[29],"AI":[31],"interview":[32,208],"systems":[33],"from":[34,104,193],"feature-based":[35],"analysis":[36],"recorded":[38],"interviews,":[39],"multimodal":[41,79,154],"behavioural":[42],"analytics":[43],"driven":[46],"by":[47],"large":[48],"language":[49],"models":[50],"(LLMs),":[51],"rubric-aware":[53],"information":[54],"elicitation.":[55],"Related":[56],"work":[57],"includes":[58],"talent":[59],"analytics,":[60],"resume":[61,106],"matching,":[62],"mock-interview":[63,97],"platforms":[64],"speech,":[66],"facial":[67],"text":[69],"assessment.":[70],"Comparison":[71],"highlights":[72],"a":[73,94,101,105,165,204,211],"consistent":[74],"gap.":[75],"Screening,":[76],"interactive":[77],"questioning,":[78],"feedback":[80],"evidence-based":[82],"scoring":[83],"are":[84,196],"mostly":[85],"studied":[86],"separately.":[87],"To":[88],"address":[89],"this,":[90],"proposes":[93],"web-based":[95],"adaptive":[96,170],"framework.":[98],"It":[99,139,159],"builds":[100],"role-specific":[102],"rubric":[103,126],"or":[107],"skill":[108],"list,":[109],"scores":[110],"answers":[111],"semantically,":[112],"extracts":[113],"speech":[114,148],"features,":[115],"optionally":[116],"analyses":[117],"facial-landmark":[118],"trends,":[119],"updates":[120],"an":[121,161],"evidence":[122,136,146],"state":[123],"for":[124,164,207,213],"each":[125],"dimension":[127],"after":[128],"every":[129],"response":[130],"selects":[132],"follow-up":[133],"questions":[134],"where":[135],"is":[137,203],"thin.":[138],"formally":[140],"defines":[141],"question":[142],"utility,":[143],"semantic":[144],"scoring,":[145],"updating,":[147],"rate,":[149],"filler":[150],"ratio,":[151],"landmark":[152],"normalisation,":[153],"fusion":[155],"reliability":[157],"metrics.":[158],"outlines":[160],"evaluation":[162],"protocol":[163],"planned":[166],"within-subject":[167],"study":[168],"versus":[171],"fixed-question":[172],"with":[174,179],"30\u201350":[175],"computer-science":[176],"students,":[177],"along":[178],"fairness,":[180],"privacy":[181],"ethics":[183],"safeguards.":[184],"The":[185],"reports":[187],"no":[188],"experimental":[189],"results.":[190],"Figures":[191],"cited":[192],"other":[194],"studies":[195],"literature":[197],"values":[198],"framework":[202],"research":[205],"design":[206],"practice,":[209],"not":[210],"tool":[212],"hiring":[214],"decisions.":[215]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-10-29T00:00:00"}
