{"id":"https://openalex.org/W4394972198","doi":"https://doi.org/10.1145/3627673.3680088","title":"iRAG: Advancing RAG for Videos with an Incremental Approach","display_name":"iRAG: Advancing RAG for Videos with an Incremental Approach","publication_year":2024,"publication_date":"2024-10-20","ids":{"openalex":"https://openalex.org/W4394972198","doi":"https://doi.org/10.1145/3627673.3680088"},"language":"en","primary_location":{"id":"doi:10.1145/3627673.3680088","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3627673.3680088","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3627673.3680088?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3627673.3680088?download=true","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075380639","display_name":"Md Adnan Arefeen","orcid":"https://orcid.org/0000-0001-6486-8181"},"institutions":[{"id":"https://openalex.org/I75421653","display_name":"University of Missouri\u2013Kansas City","ror":"https://ror.org/01w0d5g70","country_code":"US","type":"education","lineage":["https://openalex.org/I75421653"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Md Adnan Arefeen","raw_affiliation_strings":["University of Missouri-Kansas City &amp; NEC Laboratories America, Kansas City, MO, USA"],"affiliations":[{"raw_affiliation_string":"University of Missouri-Kansas City &amp; NEC Laboratories America, Kansas City, MO, USA","institution_ids":["https://openalex.org/I75421653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046274165","display_name":"Biplob Debnath","orcid":"https://orcid.org/0009-0006-6932-0311"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Biplob Debnath","raw_affiliation_strings":["NEC Labs America, Princeton, NJ, USA"],"affiliations":[{"raw_affiliation_string":"NEC Labs America, Princeton, NJ, USA","institution_ids":["https://openalex.org/I20089843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008222662","display_name":"Md Yusuf Sarwar Uddin","orcid":"https://orcid.org/0000-0003-2184-0140"},"institutions":[{"id":"https://openalex.org/I75421653","display_name":"University of Missouri\u2013Kansas City","ror":"https://ror.org/01w0d5g70","country_code":"US","type":"education","lineage":["https://openalex.org/I75421653"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Md Yusuf Sarwar Uddin","raw_affiliation_strings":["University of Missouri-Kansas City, Kansas City, MO, USA"],"affiliations":[{"raw_affiliation_string":"University of Missouri-Kansas City, Kansas City, MO, USA","institution_ids":["https://openalex.org/I75421653"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042424184","display_name":"Srimat Chakradhar","orcid":"https://orcid.org/0000-0003-3530-3901"},"institutions":[{"id":"https://openalex.org/I20089843","display_name":"Princeton University","ror":"https://ror.org/00hx57361","country_code":"US","type":"education","lineage":["https://openalex.org/I20089843"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Srimat Chakradhar","raw_affiliation_strings":["NEC Labs America, Princeton, NJ, USA"],"affiliations":[{"raw_affiliation_string":"NEC Labs America, Princeton, NJ, USA","institution_ids":["https://openalex.org/I20089843"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5075380639"],"corresponding_institution_ids":["https://openalex.org/I75421653"],"apc_list":null,"apc_paid":null,"fwci":1.287,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.80154693,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"4341","last_page":"4348"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9987999796867371,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9987999796867371,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9973999857902527,"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/T11439","display_name":"Video Analysis and Summarization","score":0.996999979019165,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6184897422790527},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.5306467413902283},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3384212553501129}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6184897422790527},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.5306467413902283},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3384212553501129}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3627673.3680088","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3627673.3680088","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3627673.3680088?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2404.12309","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2404.12309","pdf_url":"https://arxiv.org/pdf/2404.12309","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3627673.3680088","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3627673.3680088","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3627673.3680088?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM International Conference on Information and Knowledge Management","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4394972198.pdf"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W2990152177","https://openalex.org/W2990503944","https://openalex.org/W3027879771","https://openalex.org/W3096609285","https://openalex.org/W3126721948","https://openalex.org/W3204868383","https://openalex.org/W4214516465","https://openalex.org/W4214612132","https://openalex.org/W4312289196","https://openalex.org/W4312347893","https://openalex.org/W4383860586","https://openalex.org/W4386071468","https://openalex.org/W4386075850","https://openalex.org/W4386083024","https://openalex.org/W4392919908","https://openalex.org/W4402916904","https://openalex.org/W6601695987","https://openalex.org/W6734897383"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Retrieval-augmented":[0],"generation":[1,9],"(RAG)":[2],"systems":[3],"combine":[4],"the":[5,58,66],"strengths":[6],"of":[7,21,25,38,44,87],"language":[8],"and":[10,84],"information":[11,56],"retrieval":[12],"to":[13,81],"power":[14],"many":[15],"real-world":[16],"applications":[17],"like":[18],"chatbots.":[19],"Use":[20],"RAG":[22],"for":[23,79],"understanding":[24],"videos":[26,45],"is":[27,62,90],"appealing":[28],"but":[29],"there":[30],"are":[31,72],"two":[32],"critical":[33],"limitations.":[34],"One-time,":[35],"upfront":[36],"conversion":[37,83],"all":[39,55],"content":[40],"in":[41,57,65],"large":[42],"corpus":[43],"into":[46],"text":[47,67,82],"descriptions":[48],"entails":[49],"high":[50],"processing":[51],"times.":[52],"Also,":[53],"not":[54,73],"rich":[59],"video":[60,80,88],"data":[61,89],"typically":[63],"captured":[64],"descriptions.":[68],"Since":[69],"user":[70],"queries":[71],"known":[74],"apriori,":[75],"developing":[76],"a":[77],"system":[78],"interactive":[85],"querying":[86],"challenging.":[91]},"counts_by_year":[{"year":2025,"cited_by_count":5}],"updated_date":"2026-03-11T06:11:40.159057","created_date":"2025-10-10T00:00:00"}
