{"id":"https://openalex.org/W2061611575","doi":"https://doi.org/10.1109/isda.2012.6416530","title":"A bio-inspired perspective towards retail recommender system: Investigating optimization in retail inventory","display_name":"A bio-inspired perspective towards retail recommender system: Investigating optimization in retail inventory","publication_year":2012,"publication_date":"2012-11-01","ids":{"openalex":"https://openalex.org/W2061611575","doi":"https://doi.org/10.1109/isda.2012.6416530","mag":"2061611575"},"language":"en","primary_location":{"id":"doi:10.1109/isda.2012.6416530","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isda.2012.6416530","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 12th International Conference on Intelligent Systems Design and Applications (ISDA)","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/A5084106026","display_name":"Soumya Banerjee","orcid":"https://orcid.org/0000-0002-7649-8429"},"institutions":[{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Soumya Banerjee","raw_affiliation_strings":["Computer Science Department, Birla Institute of Technology and Science, India","Computer Science Department, Birla Institute of Technology, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Birla Institute of Technology and Science, India","institution_ids":[]},{"raw_affiliation_string":"Computer Science Department, Birla Institute of Technology, India","institution_ids":["https://openalex.org/I74796645"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024057651","display_name":"Neveen I. Ghali","orcid":"https://orcid.org/0000-0002-8177-0765"},"institutions":[{"id":"https://openalex.org/I184834183","display_name":"Al-Azhar University","ror":"https://ror.org/05fnp1145","country_code":"EG","type":"education","lineage":["https://openalex.org/I184834183"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Neveen I. Ghali","raw_affiliation_strings":["Faculty of Sciences, Al-Azhar University, Egypt","Faculty of Science, Al-azhar University, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Sciences, Al-Azhar University, Egypt","institution_ids":["https://openalex.org/I184834183"]},{"raw_affiliation_string":"Faculty of Science, Al-azhar University, Egypt","institution_ids":["https://openalex.org/I184834183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101603816","display_name":"Arup Roy","orcid":"https://orcid.org/0000-0001-9876-4233"},"institutions":[{"id":"https://openalex.org/I74796645","display_name":"Birla Institute of Technology and Science, Pilani","ror":"https://ror.org/001p3jz28","country_code":"IN","type":"education","lineage":["https://openalex.org/I74796645"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Arup Roy","raw_affiliation_strings":["Computer Science Department, Birla Institute of Technology and Science, India","Computer Science Department, Birla Institute of Technology, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, Birla Institute of Technology and Science, India","institution_ids":[]},{"raw_affiliation_string":"Computer Science Department, Birla Institute of Technology, India","institution_ids":["https://openalex.org/I74796645"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110737703","display_name":"Aboul Ella Hassanein","orcid":null},"institutions":[{"id":"https://openalex.org/I145487455","display_name":"Cairo University","ror":"https://ror.org/03q21mh05","country_code":"EG","type":"education","lineage":["https://openalex.org/I145487455"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Aboul Ella Hassanein","raw_affiliation_strings":["Faculty of Computer Science information, Cairo University, Egypt","Faculty of Computers and Information, Cairo University Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science information, Cairo University, Egypt","institution_ids":["https://openalex.org/I145487455"]},{"raw_affiliation_string":"Faculty of Computers and Information, Cairo University Egypt","institution_ids":["https://openalex.org/I145487455"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.17233597,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"161","last_page":"165"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10270","display_name":"Blockchain Technology Applications and Security","score":0.8795999884605408,"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/T10270","display_name":"Blockchain Technology Applications and Security","score":0.8795999884605408,"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/T10462","display_name":"Reinforcement Learning in Robotics","score":0.859000027179718,"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/T10328","display_name":"Supply Chain and Inventory Management","score":0.8507999777793884,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"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/recommender-system","display_name":"Recommender system","score":0.7837724685668945},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.7249084711074829},{"id":"https://openalex.org/keywords/retail-industry","display_name":"Retail industry","score":0.5545632839202881},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44620296359062195},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.4153033494949341},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.31478095054626465},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1501748263835907},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1475345492362976}],"concepts":[{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.7837724685668945},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.7249084711074829},{"id":"https://openalex.org/C2986470052","wikidata":"https://www.wikidata.org/wiki/Q126793","display_name":"Retail industry","level":2,"score":0.5545632839202881},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44620296359062195},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.4153033494949341},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.31478095054626465},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1501748263835907},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1475345492362976}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isda.2012.6416530","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isda.2012.6416530","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 12th International Conference on Intelligent Systems Design and Applications (ISDA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W579835918","https://openalex.org/W1490606140","https://openalex.org/W1594078978","https://openalex.org/W1980236749","https://openalex.org/W2002133619","https://openalex.org/W2098438046","https://openalex.org/W2113397902","https://openalex.org/W2141457107","https://openalex.org/W2145508886","https://openalex.org/W2546473636","https://openalex.org/W6681164702"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W3132716659","https://openalex.org/W1562991075","https://openalex.org/W2187644337","https://openalex.org/W2020142679","https://openalex.org/W2507364753","https://openalex.org/W2187310105","https://openalex.org/W2975994469"],"abstract_inverted_index":{"The":[0,160,208],"complexity":[1],"of":[2,7,13,15,31,38,96,174,216],"business":[3],"and":[4,23,45,55,62,115,152,181,194],"different":[5],"variations":[6],"service":[8,132],"providers":[9],"inspire":[10],"the":[11,16,19,29,36,87,91,94,127,138,213],"sense":[12],"matching":[14],"consumers":[17],"with":[18],"most":[20,153],"appropriate":[21],"products":[22,44],"services.":[24],"This":[25],"specific":[26],"attribute":[27],"initiates":[28],"study":[30],"recommender":[32,150,219],"systems,":[33],"which":[34,109],"analysis":[35],"patterns":[37],"user's":[39,60],"interest":[40],"in":[41,149,221],"items":[42],"or":[43],"services":[46],"to":[47,57,75,121,146,200],"suggest":[48],"personalized":[49],"recommendations":[50,203],"for":[51,70,204],"all":[52],"these":[53],"verticals,":[54],"also":[56,210],"suit":[58],"a":[59,78,111,144,156,166],"taste":[61],"satisfaction.":[63],"High":[64],"quality":[65],"recommendation":[66,177],"demands":[67],"perfect":[68],"decision":[69,88,112,128],"classifying":[71],"manifold":[72],"options":[73],"given":[74],"user":[76],"against":[77],"particular":[79],"query.":[80],"Hence,":[81],"research":[82,209],"challenge":[83],"remains":[84],"that":[85,137,191],"whether":[86],"taken":[89],"is":[90,107,117,163,197],"optimal":[92],"at":[93],"end":[95],"recommended":[97],"options.":[98],"In":[99],"this":[100],"paper":[101],"coined":[102],"Termite":[103,192],"Colony":[104],"Optimization":[105],"(TCO)":[106],"proposed,":[108],"provides":[110],"making":[113],"model,":[114],"it":[116],"used":[118,148],"by":[119],"termites":[120],"adjust":[122],"their":[123],"movement":[124],"trajectories":[125],"under":[126],"tree":[129],"from":[130],"web":[131],"portal.":[133],"We":[134],"strongly":[135],"advocate":[136],"emerging":[139],"TCO":[140],"could":[141],"be":[142,147],"better":[143],"choice":[145],"system":[151],"importantly":[154],"on":[155,165],"continuous":[157,179],"data":[158,180],"stream.":[159],"present":[161],"approach":[162,196],"tested":[164],"brand":[167],"named":[168],"as":[169],"\u201cBig":[170],"Bazar\u201d":[171],"(Large":[172],"Market)":[173],"India.":[175],"Retail":[176],"has":[178],"various":[182],"constraints":[183],"before":[184],"achieving":[185],"optimized":[186,202],"suggestions.":[187],"Empirical":[188],"investigations":[189],"demonstrate":[190],"behavior":[193],"meta-heuristic":[195],"quite":[198],"affin":[199],"offer":[201],"specifi":[205],"retail":[206,218],"operation.":[207],"briefs":[211],"about":[212],"potential":[214],"benefi":[215],"such":[217],"model":[220],"reality.":[222]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}