{"id":"https://openalex.org/W7134243396","doi":"https://doi.org/10.1145/3742414.3794741","title":"What You Need is What You Get: Identifying Psychological Needs with SDT-Aware Neural Models","display_name":"What You Need is What You Get: Identifying Psychological Needs with SDT-Aware Neural Models","publication_year":2026,"publication_date":"2026-03-09","ids":{"openalex":"https://openalex.org/W7134243396","doi":"https://doi.org/10.1145/3742414.3794741"},"language":null,"primary_location":{"id":"doi:10.1145/3742414.3794741","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3742414.3794741","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":"Companion Proceedings of the 31st International Conference on Intelligent User Interfaces","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3742414.3794741","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5107436197","display_name":"Abhishek Bharadwaj Varanasi","orcid":null},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Abhishek Bharadwaj Varanasi","raw_affiliation_strings":["TCS Research, Tata Consultancy Services Ltd., Kolkata, India"],"raw_orcid":"https://orcid.org/0009-0002-9961-1073","affiliations":[{"raw_affiliation_string":"TCS Research, Tata Consultancy Services Ltd., Kolkata, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020521704","display_name":"Manjira Sinha","orcid":"https://orcid.org/0000-0002-2653-5092"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Manjira Sinha","raw_affiliation_strings":["TCS Research, Tata Consultancy Services Ltd., Kolkata, India"],"raw_orcid":"https://orcid.org/0000-0002-2653-5092","affiliations":[{"raw_affiliation_string":"TCS Research, Tata Consultancy Services Ltd., Kolkata, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5128519077","display_name":"Tirthankar Dasgupta","orcid":null},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Tirthankar Dasgupta","raw_affiliation_strings":["TCS Research, Tata Consultancy Services, Kolkata, West Bengal, India"],"raw_orcid":"https://orcid.org/0000-0003-4714-6835","affiliations":[{"raw_affiliation_string":"TCS Research, Tata Consultancy Services, Kolkata, West Bengal, India","institution_ids":["https://openalex.org/I55215948"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5107436197"],"corresponding_institution_ids":["https://openalex.org/I55215948"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.45225349,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"114","last_page":"117"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11400","display_name":"Motivation and Self-Concept in Sports","score":0.5625,"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/T11400","display_name":"Motivation and Self-Concept in Sports","score":0.5625,"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/T12488","display_name":"Mental Health via Writing","score":0.10930000245571136,"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/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.04740000143647194,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/everyday-life","display_name":"Everyday life","score":0.6446999907493591},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.635200023651123},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.6054999828338623},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5670999884605408},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.49630001187324524},{"id":"https://openalex.org/keywords/choice-architecture","display_name":"Choice architecture","score":0.3716000020503998}],"concepts":[{"id":"https://openalex.org/C2779018934","wikidata":"https://www.wikidata.org/wiki/Q1129653","display_name":"Everyday life","level":2,"score":0.6446999907493591},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.635200023651123},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6054999828338623},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5899999737739563},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5670999884605408},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.49630001187324524},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.489300012588501},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4081999957561493},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4018999934196472},{"id":"https://openalex.org/C2776031354","wikidata":"https://www.wikidata.org/wiki/Q5104029","display_name":"Choice architecture","level":2,"score":0.3716000020503998},{"id":"https://openalex.org/C2780945536","wikidata":"https://www.wikidata.org/wiki/Q1117179","display_name":"Life satisfaction","level":2,"score":0.32109999656677246},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.29120001196861267},{"id":"https://openalex.org/C3019207227","wikidata":"https://www.wikidata.org/wiki/Q10883614","display_name":"Human life","level":3,"score":0.2838999927043915},{"id":"https://openalex.org/C2992884035","wikidata":"https://www.wikidata.org/wiki/Q7551229","display_name":"Social life","level":2,"score":0.2529999911785126},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.25189998745918274}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3742414.3794741","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3742414.3794741","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":"Companion Proceedings of the 31st International Conference on Intelligent User Interfaces","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3742414.3794741","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3742414.3794741","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":"Companion Proceedings of the 31st International Conference on Intelligent User Interfaces","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.4807235598564148,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1553198649","https://openalex.org/W2008756744","https://openalex.org/W2025908221","https://openalex.org/W2104939927","https://openalex.org/W2136608131","https://openalex.org/W2157987667","https://openalex.org/W2168259883","https://openalex.org/W2273847690","https://openalex.org/W2326140006","https://openalex.org/W2616679324","https://openalex.org/W2802614641","https://openalex.org/W2804181490","https://openalex.org/W2896169820","https://openalex.org/W2995903802","https://openalex.org/W3001065916","https://openalex.org/W3016249157","https://openalex.org/W4409366122"],"related_works":[],"abstract_inverted_index":{"Motivation":[0],"is":[1,79,91],"one":[2],"of":[3,8,29,31],"the":[4,24,27,72,102,109],"most":[5],"crucial":[6],"aspects":[7],"human":[9],"behavior":[10],"with":[11,93],"implications":[12,40],"ranging":[13],"from":[14],"daily":[15],"life":[16,44],"to":[17,23],"career":[18],"and":[19,37,45,68],"educational":[20],"contexts.":[21],"According":[22],"self-determination":[25],"theory,":[26],"levels":[28],"satisfaction":[30],"three":[32],"basic":[33,73],"needs":[34],"(competence,":[35],"autonomy,":[36],"relatedness)":[38],"have":[39],"for":[41],"people\u2019s":[42],"everyday":[43],"career.":[46],"In":[47],"this":[48],"paper":[49],"we":[50],"propose":[51],"a":[52,82],"novel":[53],"neural":[54],"network":[55,86,106],"architecture":[56,90],"that":[57,101],"takes":[58],"short":[59],"texts":[60],"written":[61],"by":[62],"users":[63],"on":[64,81],"social":[65],"media":[66],"platforms,":[67],"classifies":[69],"them":[70],"into":[71],"need":[74],"classes.":[75],"The":[76,88],"proposed":[77,89,103],"model":[78],"based":[80],"cascaded":[83],"graph-induced":[84,104],"transformer":[85,105],"architecture.":[87],"evaluated":[92],"popular":[94],"baseline":[95,110],"models.":[96],"Our":[97],"preliminary":[98],"results":[99],"show":[100],"significantly":[107],"outperforms":[108],"systems.":[111]},"counts_by_year":[],"updated_date":"2026-03-10T14:13:21.323994","created_date":"2026-03-10T00:00:00"}
