{"id":"https://openalex.org/W7123359211","doi":"https://doi.org/10.1109/isaect68904.2025.11318762","title":"Opinion-Aware Social Recommendation Systems for Tedious Multi-Context Data Using Advanced Learning Networks","display_name":"Opinion-Aware Social Recommendation Systems for Tedious Multi-Context Data Using Advanced Learning Networks","publication_year":2025,"publication_date":"2025-12-18","ids":{"openalex":"https://openalex.org/W7123359211","doi":"https://doi.org/10.1109/isaect68904.2025.11318762"},"language":"en","primary_location":{"id":"doi:10.1109/isaect68904.2025.11318762","doi":"https://doi.org/10.1109/isaect68904.2025.11318762","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isaect68904.2025.11318762","pdf_url":null,"source":{"id":"https://openalex.org/S7407086233","display_name":"International Symposium on Advanced Electrical and Communication Technologies (ISAECT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 7th International Symposium on Advanced Electrical and Communication Technologies (ISAECT)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5067542062","display_name":"Lakshmikanth Paleti","orcid":"https://orcid.org/0000-0001-8603-8090","observed_orcids":["https://orcid.org/0000-0001-8603-8090"]},"institutions":[{"id":"https://openalex.org/I4405263155","display_name":"SR University","ror":"https://ror.org/039t32v17","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405263155"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Lakshmikanth Paleti","raw_affiliation_strings":["SR University,School of Computer Science and Artificial Intelligence,Warangal,Telangana,India,506371"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SR University,School of Computer Science and Artificial Intelligence,Warangal,Telangana,India,506371","institution_ids":["https://openalex.org/I4405263155"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083797053","display_name":"Balajee Maram","orcid":"https://orcid.org/0000-0001-5635-5642","observed_orcids":["https://orcid.org/0000-0001-5635-5642"]},"institutions":[{"id":"https://openalex.org/I4405263155","display_name":"SR University","ror":"https://ror.org/039t32v17","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405263155"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Balajee Maram","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, SR University, Warangal, Telangana, INDIA, 506371"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, SR University, Warangal, Telangana, INDIA, 506371","institution_ids":["https://openalex.org/I4405263155"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4405263155"],"apc_list":null,"apc_paid":null,"fwci":0.5315,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.60479007,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9980000257492065,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9980000257492065,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.0010000000474974513,"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/T10609","display_name":"Digital Marketing and Social Media","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"sentiment analysis","score":0.8009999990463257},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"emotion recognition","score":0.5989999771118164},{"id":"https://openalex.org/keywords/online-social-networking-sites","display_name":"online social networking sites","score":0.7940000295639038},{"id":"https://openalex.org/keywords/image-sentiment-analysis","display_name":"image sentiment analysis","score":0.8349999785423279}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.8147000074386597},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8037999868392944},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6822999715805054},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5990999937057495},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.5198000073432922},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5005999803543091},{"id":"https://openalex.org/C18918823","wikidata":"https://www.wikidata.org/wiki/Q49389","display_name":"Tourism","level":2,"score":0.4489000141620636},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.44440001249313354},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.4424000084400177},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4359999895095825},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4278999865055084},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31150001287460327},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.29750001430511475},{"id":"https://openalex.org/C2987946170","wikidata":"https://www.wikidata.org/wiki/Q853725","display_name":"Social relationship","level":2,"score":0.29420000314712524},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.2791999876499176},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.2599000036716461},{"id":"https://openalex.org/C503923677","wikidata":"https://www.wikidata.org/wiki/Q2724244","display_name":"Social web","level":3,"score":0.2522999942302704},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25209999084472656}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isaect68904.2025.11318762","doi":"https://doi.org/10.1109/isaect68904.2025.11318762","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isaect68904.2025.11318762","pdf_url":null,"source":{"id":"https://openalex.org/S7407086233","display_name":"International Symposium on Advanced Electrical and Communication Technologies (ISAECT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 7th International Symposium on Advanced Electrical and Communication Technologies (ISAECT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2187996346","https://openalex.org/W2979437960","https://openalex.org/W3095937012","https://openalex.org/W3097300053","https://openalex.org/W3123348991","https://openalex.org/W3144088162","https://openalex.org/W3155741812","https://openalex.org/W3195517855","https://openalex.org/W4210488507","https://openalex.org/W4377008989","https://openalex.org/W4387490461","https://openalex.org/W4392114304","https://openalex.org/W4406457721"],"related_works":["https://openalex.org/W7160944896","https://openalex.org/W3066366969","https://openalex.org/W2770420551","https://openalex.org/W2626641122","https://openalex.org/W2966088671","https://openalex.org/W2944986562","https://openalex.org/W2209033992","https://openalex.org/W4384917861","https://openalex.org/W2912794354","https://openalex.org/W7097528198"],"abstract_inverted_index":{"In":[0],"the":[1,10,111,127,131,135,150,156],"present":[2],"world,":[3],"there":[4],"is":[5,110,147],"a":[6,91],"rapid":[7],"growth":[8],"in":[9],"use":[11],"of":[12,22,159],"Online":[13],"Social":[14,33,86],"Networking":[15],"Sites":[16],"(OSNS).":[17],"Every":[18],"day,":[19],"large":[20],"numbers":[21],"people":[23],"create":[24],"their":[25,29],"profiles":[26],"to":[27,154,167],"share":[28],"emotions":[30,57,105],"and":[31,48,56,104,119,129,146,177],"opinions.":[32],"Media":[34],"Recommendation":[35,87],"Systems":[36],"(OMRS)":[37],"mainly":[38],"focus":[39],"on":[40,58,75,100,117,180],"recommending":[41],"various":[42,73,107],"online":[43,66],"products,":[44],"tourist":[45],"places,":[46],"medicines,":[47],"other":[49],"fields.":[50],"The":[51,82,137,163],"OSNS":[52],"primarily":[53,98],"shares":[54],"opinions":[55,74],"specific":[59],"topics":[60],"or":[61],"contexts":[62],"that":[63,97,114],"significantly":[64],"influence":[65],"marketing.":[67],"Existing":[68],"recommendation":[69,93,161],"systems":[70],"have":[71],"obtained":[72],"multi-context":[76,92],"social":[77],"interactions":[78],"with":[79,142,149],"low":[80],"accuracy.":[81],"proposed":[83,164],"approach,":[84],"Opinion-Aware":[85],"System":[88],"(OASRS),":[89],"introduces":[90],"learning":[94],"algorithm":[95,165],"(MCRLA)":[96],"focuses":[99],"identifying":[101],"sentiments,":[102],"ratings,":[103],"across":[106],"datasets.":[108],"It":[109],"dynamic":[112],"approach":[113],"can":[115],"work":[116],"textual":[118,171],"Image":[120],"data,":[121],"which":[122],"learns":[123],"different":[124],"factors":[125],"from":[126],"datasets":[128],"finds":[130],"accurate":[132],"relations":[133],"among":[134],"data.":[136],"MCRLA":[138],"comprises":[139],"k-layers,":[140],"each":[141],"its":[143],"own":[144],"functionality,":[145],"combined":[148],"pre-trained":[151],"efficient":[152],"\u03b2-model":[153],"facilitate":[155],"effective":[157],"analysis":[158,179],"sentiment-based":[160],"systems.":[162],"applied":[166],"two":[168],"datasets,":[169],"including":[170],"data":[172,176],"like":[173],"Amazon":[174],"product":[175],"sentiment":[178],"an":[181],"images":[182],"dataset,":[183],"achieved":[184],"high":[185],"performance.":[186]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-01-14T00:00:00"}