{"id":"https://openalex.org/W4399530741","doi":"https://doi.org/10.1109/exp.at2358782.2023.10545762","title":"Generative Data Representations to Improve Free-Text Answers in Online Qualitative Surveys","display_name":"Generative Data Representations to Improve Free-Text Answers in Online Qualitative Surveys","publication_year":2023,"publication_date":"2023-06-05","ids":{"openalex":"https://openalex.org/W4399530741","doi":"https://doi.org/10.1109/exp.at2358782.2023.10545762"},"language":"en","primary_location":{"id":"doi:10.1109/exp.at2358782.2023.10545762","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/exp.at2358782.2023.10545762","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 6th Experiment@ International Conference (exp.at'23)","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/A5091092974","display_name":"Catalina Lagos Rojas","orcid":"https://orcid.org/0009-0007-6835-0217"},"institutions":[{"id":"https://openalex.org/I121345201","display_name":"Instituto de Engenharia de Sistemas e Computadores Investiga\u00e7\u00e3o e Desenvolvimento","ror":"https://ror.org/04mqy3p58","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I121345201","https://openalex.org/I4210125590"]},{"id":"https://openalex.org/I2800794739","display_name":"Universidade Europeia","ror":"https://ror.org/04bcdt432","country_code":"PT","type":"education","lineage":["https://openalex.org/I2800794739"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Catalina Lagos Rojas","raw_affiliation_strings":["INESC-ID, Technology and Communication - IDE Universidade Europeia,Faculty of Design,Lisboa,Portugal"],"raw_orcid":"https://orcid.org/0009-0007-6835-0217","affiliations":[{"raw_affiliation_string":"INESC-ID, Technology and Communication - IDE Universidade Europeia,Faculty of Design,Lisboa,Portugal","institution_ids":["https://openalex.org/I2800794739","https://openalex.org/I121345201"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055392122","display_name":"Jacinto Estima","orcid":null},"institutions":[{"id":"https://openalex.org/I76903346","display_name":"University of Coimbra","ror":"https://ror.org/04z8k9a98","country_code":"PT","type":"education","lineage":["https://openalex.org/I76903346"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jacinto Estima","raw_affiliation_strings":["CISUC, University of Coimbra,Dep. of Informatics Eng.,Coimbra,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CISUC, University of Coimbra,Dep. of Informatics Eng.,Coimbra,Portugal","institution_ids":["https://openalex.org/I76903346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075464351","display_name":"Jo\u00e3o A. Dias","orcid":"https://orcid.org/0000-0001-8036-4709"},"institutions":[{"id":"https://openalex.org/I2800794739","display_name":"Universidade Europeia","ror":"https://ror.org/04bcdt432","country_code":"PT","type":"education","lineage":["https://openalex.org/I2800794739"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o A. Dias","raw_affiliation_strings":["Technology and Communication - IDE Universidade Europeia,Faculty of Design,Lisboa,Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technology and Communication - IDE Universidade Europeia,Faculty of Design,Lisboa,Portugal","institution_ids":["https://openalex.org/I2800794739"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5091092974"],"corresponding_institution_ids":["https://openalex.org/I121345201","https://openalex.org/I2800794739"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.3914278,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"67","last_page":"72"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13274","display_name":"Expert finding and Q&A systems","score":0.991599977016449,"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"}},"topics":[{"id":"https://openalex.org/T13274","display_name":"Expert finding and Q&A systems","score":0.991599977016449,"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/T12679","display_name":"Focus Groups and Qualitative Methods","score":0.9639999866485596,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11539","display_name":"Survey Methodology and Nonresponse","score":0.9535999894142151,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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":0.7325835824012756},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.621284008026123},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4939635396003723},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.49091917276382446},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.44242170453071594},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39394912123680115},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36245647072792053}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7325835824012756},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.621284008026123},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4939635396003723},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.49091917276382446},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.44242170453071594},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39394912123680115},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36245647072792053}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/exp.at2358782.2023.10545762","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/exp.at2358782.2023.10545762","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 6th Experiment@ International Conference (exp.at'23)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7099999785423279,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G433596833","display_name":null,"funder_award_id":"UIDP/00326/2020","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"}],"funders":[{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1566155680","https://openalex.org/W1800440262","https://openalex.org/W1971491685","https://openalex.org/W2041258976","https://openalex.org/W2119821358","https://openalex.org/W2141158069","https://openalex.org/W2147672387","https://openalex.org/W2403543350","https://openalex.org/W2603845600","https://openalex.org/W2607200162","https://openalex.org/W2773586704","https://openalex.org/W2774817345","https://openalex.org/W2796446983","https://openalex.org/W2936964038","https://openalex.org/W2946547311","https://openalex.org/W2974602311","https://openalex.org/W3007222880","https://openalex.org/W3016561851","https://openalex.org/W3021621055","https://openalex.org/W3046489385","https://openalex.org/W3048411328","https://openalex.org/W3051124794","https://openalex.org/W3083119063","https://openalex.org/W3096081831","https://openalex.org/W3118644445","https://openalex.org/W3135392674","https://openalex.org/W3152393040","https://openalex.org/W3198254908","https://openalex.org/W3207696882","https://openalex.org/W3213576739","https://openalex.org/W4229448561","https://openalex.org/W4236613041","https://openalex.org/W4281554261","https://openalex.org/W4364348136"],"related_works":["https://openalex.org/W4365211920","https://openalex.org/W3014948380","https://openalex.org/W4380551139","https://openalex.org/W4317695495","https://openalex.org/W4287117424","https://openalex.org/W4387506531","https://openalex.org/W4238433571","https://openalex.org/W2967848559","https://openalex.org/W4299831724","https://openalex.org/W4283803360"],"abstract_inverted_index":{"Citizen":[0],"science":[1,13],"initiatives":[2],"have":[3,17,41,57],"increased":[4],"in":[5,11,80],"recent":[6],"years.":[7],"For":[8],"qualitative":[9],"approaches":[10],"citizen":[12],"projects,":[14],"online":[15],"surveys":[16,27],"the":[18,60,107],"potential":[19],"to":[20,44,69,91],"facilitate":[21],"crowdsourcing":[22],"data":[23,36],"collection.":[24],"However,":[25],"such":[26],"often":[28],"suffer":[29],"from":[30],"low":[31],"response":[32,46],"rates":[33,47],"and":[34,48,95,113],"suboptimal":[35],"quality.":[37],"Although":[38],"many":[39],"studies":[40],"assessed":[42],"how":[43],"improve":[45],"overall":[49],"answer":[50],"quality,":[51],"they":[52],"follow":[53],"traditional":[54],"methodologies":[55],"that":[56,99],"not":[58],"reached":[59],"desired":[61],"impact.":[62],"We":[63],"propose":[64],"a":[65,93],"creative":[66],"computing":[67],"approach":[68,112],"enhance":[70],"participants'":[71],"engagement":[72],"through":[73],"real-time":[74],"visual":[75],"feedback":[76],"of":[77,110],"their":[78],"input":[79],"open":[81],"questions.":[82],"Our":[83],"system":[84],"focuses":[85],"on":[86],"Human-Computer":[87],"Interaction":[88],"(HCI),":[89],"aiming":[90],"create":[92],"novel":[94],"compelling":[96],"user":[97],"experience":[98],"encourages":[100],"participation.":[101],"In":[102],"this":[103],"paper,":[104],"we":[105],"describe":[106],"key":[108],"features":[109],"our":[111],"present":[114],"preliminary":[115],"design":[116],"results.":[117]},"counts_by_year":[],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}
