{"id":"https://openalex.org/W4226285190","doi":"https://doi.org/10.1007/978-3-030-98358-1_18","title":"LLQA - Lifelog Question Answering Dataset","display_name":"LLQA - Lifelog Question Answering Dataset","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4226285190","doi":"https://doi.org/10.1007/978-3-030-98358-1_18"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-98358-1_18","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-98358-1_18","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1007/978-3-030-98358-1_18","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030519168","display_name":"Ly-Duyen Tran","orcid":"https://orcid.org/0000-0002-9597-1832"},"institutions":[{"id":"https://openalex.org/I42934936","display_name":"Dublin City University","ror":"https://ror.org/04a1a1e81","country_code":"IE","type":"education","lineage":["https://openalex.org/I42934936"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Ly-Duyen Tran","raw_affiliation_strings":["Dublin City University, Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"Dublin City University, Dublin, Ireland","institution_ids":["https://openalex.org/I42934936"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024207375","display_name":"Thanh Cong Ho","orcid":null},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Thanh Cong Ho","raw_affiliation_strings":["AISIA Research Lab, Ho Chi Minh City, Vietnam","Vietnam National University, Ho Chi Minh University of Science, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"AISIA Research Lab, Ho Chi Minh City, Vietnam","institution_ids":[]},{"raw_affiliation_string":"Vietnam National University, Ho Chi Minh University of Science, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066365296","display_name":"Lan Anh Pham","orcid":"https://orcid.org/0000-0003-4508-7413"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Lan Anh Pham","raw_affiliation_strings":["AISIA Research Lab, Ho Chi Minh City, Vietnam","Vietnam National University, Ho Chi Minh University of Science, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"AISIA Research Lab, Ho Chi Minh City, Vietnam","institution_ids":[]},{"raw_affiliation_string":"Vietnam National University, Ho Chi Minh University of Science, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051882105","display_name":"Binh T. Nguyen","orcid":"https://orcid.org/0000-0001-5249-9702"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Binh Nguyen","raw_affiliation_strings":["AISIA Research Lab, Ho Chi Minh City, Vietnam","Vietnam National University, Ho Chi Minh University of Science, Ho Chi Minh City, Vietnam"],"affiliations":[{"raw_affiliation_string":"AISIA Research Lab, Ho Chi Minh City, Vietnam","institution_ids":[]},{"raw_affiliation_string":"Vietnam National University, Ho Chi Minh University of Science, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014224452","display_name":"Cathal Gurrin","orcid":"https://orcid.org/0000-0003-2903-3968"},"institutions":[{"id":"https://openalex.org/I42934936","display_name":"Dublin City University","ror":"https://ror.org/04a1a1e81","country_code":"IE","type":"education","lineage":["https://openalex.org/I42934936"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Cathal Gurrin","raw_affiliation_strings":["Dublin City University, Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"Dublin City University, Dublin, Ireland","institution_ids":["https://openalex.org/I42934936"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071890018","display_name":"Liting Zhou","orcid":"https://orcid.org/0000-0002-7778-8743"},"institutions":[{"id":"https://openalex.org/I42934936","display_name":"Dublin City University","ror":"https://ror.org/04a1a1e81","country_code":"IE","type":"education","lineage":["https://openalex.org/I42934936"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Liting Zhou","raw_affiliation_strings":["Dublin City University, Dublin, Ireland"],"affiliations":[{"raw_affiliation_string":"Dublin City University, Dublin, Ireland","institution_ids":["https://openalex.org/I42934936"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5030519168"],"corresponding_institution_ids":["https://openalex.org/I42934936"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":0.9859,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.84195804,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"217","last_page":"228"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9998999834060669,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9998999834060669,"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/T10028","display_name":"Topic Modeling","score":0.9984999895095825,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9940999746322632,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/lifelog","display_name":"Lifelog","score":0.9971503019332886},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.773486852645874},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.7017992734909058},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6093291640281677},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.5078166127204895},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.4201025664806366},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4187714457511902},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.1049841046333313},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.08377248048782349},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06482589244842529}],"concepts":[{"id":"https://openalex.org/C176168674","wikidata":"https://www.wikidata.org/wiki/Q763835","display_name":"Lifelog","level":2,"score":0.9971503019332886},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.773486852645874},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7017992734909058},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6093291640281677},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.5078166127204895},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.4201025664806366},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4187714457511902},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.1049841046333313},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.08377248048782349},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06482589244842529},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-98358-1_18","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-98358-1_18","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:doras.dcu.ie:27300","is_oa":false,"landing_page_url":"http://doras.dcu.ie/27300/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401511","display_name":"Dublin City University Open Access Institutional Repository (Dublin City University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I42934936","host_organization_name":"Dublin City University","host_organization_lineage":["https://openalex.org/I42934936"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"  Tran, Ly-Duyen ORCID: 0000-0003-2903-3968 &lt;https://orcid.org/0000-0003-2903-3968&gt;, Ho, Thanh Cong, Pham, Lan Anh, Nguyen, Binh, Gurrin, Cathal ORCID: 0000-0003-2903-3968 &lt;https://orcid.org/0000-0003-2903-3968&gt; and Zhou, Liting ORCID: 0000-0002-7778-8743 &lt;https://orcid.org/0000-0002-7778-8743&gt;  (2022) LLQA-Lifelog question answering dataset.  In: 28th International Conference on Multimedia Modeling: MMM 2022, 6 - 10 June 2022, Phu Quoc, Vietnam.  ISBN 978-3-030-98358-1     ","raw_type":"Conference or Workshop Item"}],"best_oa_location":{"id":"doi:10.1007/978-3-030-98358-1_18","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-98358-1_18","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/12","display_name":"Responsible consumption and production","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1981822424","https://openalex.org/W2008775389","https://openalex.org/W2060269880","https://openalex.org/W2101631346","https://openalex.org/W2131267722","https://openalex.org/W2561529111","https://openalex.org/W2737435850","https://openalex.org/W2745461083","https://openalex.org/W2765716052","https://openalex.org/W2950094539","https://openalex.org/W2963224792","https://openalex.org/W2963383024","https://openalex.org/W2963541336","https://openalex.org/W2964087080","https://openalex.org/W2964223283","https://openalex.org/W3004037805","https://openalex.org/W3007759824","https://openalex.org/W3033661344","https://openalex.org/W3034636873","https://openalex.org/W3099768435","https://openalex.org/W3183241901","https://openalex.org/W3193681128","https://openalex.org/W3193870590","https://openalex.org/W6637623960","https://openalex.org/W6726253183"],"related_works":["https://openalex.org/W1981938961","https://openalex.org/W2805113808","https://openalex.org/W1998053","https://openalex.org/W2255742513","https://openalex.org/W4297883442","https://openalex.org/W4247891579","https://openalex.org/W11278570","https://openalex.org/W1550456461","https://openalex.org/W2010826556","https://openalex.org/W2032929521"],"abstract_inverted_index":{"Recollecting":[0],"details":[1],"from":[2],"lifelog":[3,16,27,40,70,83,106],"data":[4,28],"involves":[5],"a":[6,14,49,61,74,109],"higher":[7],"level":[8],"of":[9,22,99],"granularity":[10],"and":[11,64,85],"reasoning":[12],"than":[13],"conventional":[15],"retrieval":[17,41],"task.":[18],"Investigating":[19],"the":[20,54,97],"task":[21,111],"Question":[23],"Answering":[24],"(QA)":[25],"in":[26,31],"could":[29],"help":[30],"human":[32],"memory":[33],"recollection,":[34],"as":[35,37],"well":[36],"improve":[38],"traditional":[39],"systems.":[42],"However,":[43],"there":[44],"has":[45],"not":[46],"yet":[47],"been":[48],"standardised":[50],"benchmark":[51,66],"dataset":[52,63,117],"for":[53,67,96],"lifelog-based":[55],"QA.":[56],"In":[57],"order":[58],"to":[59],"provide":[60,93],"first":[62],"baseline":[65],"QA":[68,107],"on":[69],"data,":[71],"we":[72],"present":[73],"novel":[75],"dataset,":[76],"LLQA,":[77],"which":[78],"is":[79,108,118],"an":[80],"augmented":[81],"85-day":[82],"collection":[84],"includes":[86],"over":[87],"15,000":[88],"multiple-choice":[89],"questions.":[90],"We":[91],"also":[92],"different":[94],"baselines":[95],"evaluation":[98],"future":[100],"works.":[101],"The":[102,116],"results":[103],"showed":[104],"that":[105,112],"challenging":[110],"requires":[113],"more":[114],"exploration.":[115],"publicly":[119],"available":[120],"at":[121],"https://github.com/allie-tran/LLQA":[122],".":[123]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
