{"id":"https://openalex.org/W4406894414","doi":"https://doi.org/10.1109/icaase64542.2024.10850962","title":"Towards Efficient Dataset Development: A Case Study of M2Q2+ in Movie QA Systems","display_name":"Towards Efficient Dataset Development: A Case Study of M2Q2+ in Movie QA Systems","publication_year":2024,"publication_date":"2024-11-09","ids":{"openalex":"https://openalex.org/W4406894414","doi":"https://doi.org/10.1109/icaase64542.2024.10850962"},"language":"en","primary_location":{"id":"doi:10.1109/icaase64542.2024.10850962","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaase64542.2024.10850962","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Advanced Aspects of Software Engineering (ICAASE)","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/A5085294207","display_name":"Aicha Aggoune","orcid":"https://orcid.org/0000-0003-2422-2591"},"institutions":[{"id":"https://openalex.org/I4210097536","display_name":"University of Guelma","ror":"https://ror.org/00xe6p546","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210097536"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Aicha Aggoune","raw_affiliation_strings":["University of 8the May 1945,LabSTIC Laboratory,dept. Computer science,Guelma,Algeria"],"affiliations":[{"raw_affiliation_string":"University of 8the May 1945,LabSTIC Laboratory,dept. Computer science,Guelma,Algeria","institution_ids":["https://openalex.org/I4210097536"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5116057592","display_name":"Zakaria Mihoubi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210097536","display_name":"University of Guelma","ror":"https://ror.org/00xe6p546","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210097536"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Zakaria Mihoubi","raw_affiliation_strings":["University of 8 the May 1945,dept. Computer science,Guelma,Algeria"],"affiliations":[{"raw_affiliation_string":"University of 8 the May 1945,dept. Computer science,Guelma,Algeria","institution_ids":["https://openalex.org/I4210097536"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5085294207"],"corresponding_institution_ids":["https://openalex.org/I4210097536"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27122962,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10901","display_name":"Advanced Data Compression Techniques","score":0.9840999841690063,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.9840999841690063,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9754999876022339,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10741","display_name":"Video Coding and Compression Technologies","score":0.9627000093460083,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.6962998509407043},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4074079990386963},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3369292616844177}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6962998509407043},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4074079990386963},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3369292616844177}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaase64542.2024.10850962","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaase64542.2024.10850962","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Advanced Aspects of Software Engineering (ICAASE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2101105183","https://openalex.org/W2886993012","https://openalex.org/W2949021450","https://openalex.org/W2963323070","https://openalex.org/W2963448850","https://openalex.org/W2963890755","https://openalex.org/W2963963993","https://openalex.org/W3032766766","https://openalex.org/W4205508242","https://openalex.org/W4309028162","https://openalex.org/W4323341814","https://openalex.org/W6682631176","https://openalex.org/W6712785310","https://openalex.org/W6743367031","https://openalex.org/W6782340949","https://openalex.org/W6851775633"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0,31,78,95],"development":[1,97],"and":[2,15,28,110,126],"availability":[3],"of":[4,12,87,123],"high-quality":[5],"datasets":[6,35],"are":[7],"critical":[8],"to":[9,53,116,130],"the":[10,22,85,106,118],"success":[11],"machine":[13],"learning":[14],"artificial":[16],"intelligence":[17],"(AI)":[18],"systems.":[19,77],"Datasets":[20],"provide":[21],"essential":[23],"foundation":[24],"for":[25,33,68,73],"training,":[26],"validating,":[27],"testing":[29],"models.":[30],"need":[32],"domain-specific":[34],"is":[36,136],"particularly":[37],"important":[38],"in":[39],"closed-domain":[40],"systems":[41],"like":[42],"Movie":[43,75],"NoSQL":[44,59],"Question":[45],"Answering":[46],"(QA).":[47],"A":[48,121],"well-curated":[49],"dataset":[50,72,96],"enables":[51],"models":[52],"translate":[54],"natural":[55,88],"language":[56,89],"questions":[57,90],"into":[58,91],"queries":[60,93],"effectively.":[61],"This":[62],"paper":[63],"introduces":[64],"an":[65],"efficient":[66],"method":[67],"developing":[69],"a":[70,112],"tailored":[71],"MongoDB-based":[74],"QA":[76],"resulting":[79],"dataset,":[80],"M2<tex":[81,133],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[82,134],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$Q$</tex>2+,":[83],"facilitates":[84],"translation":[86],"MongoDB":[92],"(MQL).":[94],"process":[98,115],"includes":[99],"creating":[100],"templates,":[101],"performing":[102],"data":[103,113],"augmentation":[104],"with":[105],"pre-trained":[107],"T5-base":[108],"model,":[109],"conducting":[111],"revision":[114],"produce":[117],"final":[119],"dataset.":[120],"combination":[122],"evaluation":[124],"methods":[125],"metrics":[127],"was":[128],"applied":[129],"ensure":[131],"that":[132],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$Q$</tex>2+":[135],"high":[137],"quality.":[138]},"counts_by_year":[],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}
