{"id":"https://openalex.org/W4404031260","doi":"https://doi.org/10.1109/icccnt61001.2024.10725071","title":"Advanced Deep Reinforcement Learning Framework for Dynamic Pricing Optimization in E-commerce Marketplaces","display_name":"Advanced Deep Reinforcement Learning Framework for Dynamic Pricing Optimization in E-commerce Marketplaces","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404031260","doi":"https://doi.org/10.1109/icccnt61001.2024.10725071"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10725071","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10725071","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5028453515","display_name":"Anurag Agnihotri","orcid":null},"institutions":[{"id":"https://openalex.org/I110166357","display_name":"University of Delhi","ror":"https://ror.org/04gzb2213","country_code":"IN","type":"education","lineage":["https://openalex.org/I110166357"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Anurag Agnihotri","raw_affiliation_strings":["College of Vocational Studies Delhi University,Department of commerce,Delhi,India"],"affiliations":[{"raw_affiliation_string":"College of Vocational Studies Delhi University,Department of commerce,Delhi,India","institution_ids":["https://openalex.org/I110166357"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042993313","display_name":"I Infant Raj","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"I Infant Raj","raw_affiliation_strings":["K.Ramakrishnan College of Engineering,Department of CSE,Trichy,Tamil Nadu,India"],"affiliations":[{"raw_affiliation_string":"K.Ramakrishnan College of Engineering,Department of CSE,Trichy,Tamil Nadu,India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5028453515"],"corresponding_institution_ids":["https://openalex.org/I110166357"],"apc_list":null,"apc_paid":null,"fwci":0.9215,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.81572632,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.7210000157356262,"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"}},"topics":[{"id":"https://openalex.org/T11161","display_name":"Consumer Market Behavior and Pricing","score":0.7210000157356262,"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"}},{"id":"https://openalex.org/T12384","display_name":"Customer churn and segmentation","score":0.6988000273704529,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.8822818994522095},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.700394332408905},{"id":"https://openalex.org/keywords/dynamic-pricing","display_name":"Dynamic pricing","score":0.6363961696624756},{"id":"https://openalex.org/keywords/e-commerce","display_name":"E-commerce","score":0.43632179498672485},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36488077044487},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.20229235291481018},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13335245847702026},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.08996540307998657}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.8822818994522095},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.700394332408905},{"id":"https://openalex.org/C2779391423","wikidata":"https://www.wikidata.org/wiki/Q17009728","display_name":"Dynamic pricing","level":2,"score":0.6363961696624756},{"id":"https://openalex.org/C78597825","wikidata":"https://www.wikidata.org/wiki/Q484847","display_name":"E-commerce","level":2,"score":0.43632179498672485},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36488077044487},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.20229235291481018},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13335245847702026},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.08996540307998657}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10725071","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10725071","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2906229813","https://openalex.org/W2964108915","https://openalex.org/W3093186795","https://openalex.org/W3101981467","https://openalex.org/W3192788123","https://openalex.org/W3214286852","https://openalex.org/W4224324244","https://openalex.org/W4381335883","https://openalex.org/W4382315022","https://openalex.org/W4391167051","https://openalex.org/W4392621828","https://openalex.org/W6767671170","https://openalex.org/W6856377985"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4306904969","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2138720691","https://openalex.org/W2376932109"],"abstract_inverted_index":{"Pricing":[0],"transparency":[1],"is":[2,105],"essential":[3],"in":[4,44,140,172,186],"online":[5,27],"commerce":[6],"to":[7,18,47,113,153,156,183],"drive":[8],"transactions":[9],"and":[10,21,50,64,84,100,122,143,147,161,180,193],"influence":[11],"customer":[12,65,85,162],"decisions.":[13],"Dynamic":[14],"pricing,":[15],"a":[16,33,69,108,169,177],"strategy":[17],"optimize":[19],"sales":[20],"profit":[22],"margins,":[23],"remains":[24],"crucial":[25],"for":[26,40],"merchants.":[28],"Questions/purposes:":[29],"This":[30],"study":[31],"proposes":[32],"novel":[34],"deep":[35,109],"reinforcement":[36,110],"learning":[37,111],"(DRL)":[38],"framework":[39,71,167],"dynamic":[41,173],"pricing":[42,116,174,184],"optimization":[43,185],"e-commerce,":[45],"aiming":[46],"maximize":[48],"revenue":[49,121,142,192],"profitability.":[51,144],"Utilizing":[52],"the":[53,135,187],"Online":[54],"Retail":[55],"II":[56],"Data":[57],"Set,":[58],"which":[59],"includes":[60],"diverse":[61],"product":[62,94],"categories":[63],"segments,":[66],"we":[67],"developed":[68],"DRL":[70,166],"that":[72,118],"adapts":[73],"prices":[74],"based":[75],"on":[76],"temporal":[77],"data":[78],"dynamics,":[79],"market":[80,157],"conditions,":[81],"competitor":[82,98],"actions,":[83],"preferences.":[86],"The":[87,145,164],"state":[88],"space":[89],"incorporates":[90],"key":[91],"features":[92],"like":[93],"demand,":[95],"inventory":[96],"levels,":[97],"prices,":[99],"time-based":[101],"variables.":[102],"An":[103],"agent":[104],"trained":[106],"through":[107],"architecture":[112],"learn":[114],"optimal":[115],"strategies":[117],"balance":[119],"long-term":[120],"ethical":[123,197],"considerations":[124],"such":[125],"as":[126],"price":[127],"fairness.":[128],"Experimental":[129],"comparisons":[130],"with":[131],"baseline":[132],"models":[133],"demonstrate":[134],"proposed":[136,165],"framework\u2019s":[137],"superior":[138],"performance":[139],"enhancing":[141,191],"data-driven":[146],"automated":[148],"approach":[149,182],"enables":[150],"e-commerce":[151],"businesses":[152],"respond":[154],"flexibly":[155],"changes,":[158],"improving":[159],"competitiveness":[160],"satisfaction.":[163],"represents":[168],"significant":[170],"advancement":[171],"strategies,":[175],"offering":[176],"flexible,":[178],"responsive,":[179],"autonomous":[181],"digital":[188],"marketplace,":[189],"ultimately":[190],"profitability":[194],"while":[195],"maintaining":[196],"standards.":[198]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
