{"id":"https://openalex.org/W4391660159","doi":"https://doi.org/10.1007/978-3-031-53227-6_8","title":"Artificial Intelligence Procurement Assistant: Enhancing Bid Evaluation","display_name":"Artificial Intelligence Procurement Assistant: Enhancing Bid Evaluation","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391660159","doi":"https://doi.org/10.1007/978-3-031-53227-6_8"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-53227-6_8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-53227-6_8","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-53227-6_8.pdf","source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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 Business Information Processing","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-53227-6_8.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113115594","display_name":"Muhammad Waseem","orcid":null},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Muhammad Waseem","raw_affiliation_strings":["Faculty of Information Technology, Jyv\u00e4skyl\u00e4 University, Jyv\u00e4skyl\u00e4, Finland"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Jyv\u00e4skyl\u00e4 University, Jyv\u00e4skyl\u00e4, Finland","institution_ids":["https://openalex.org/I94722563"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085060599","display_name":"Teerath Das","orcid":"https://orcid.org/0000-0003-2024-6545"},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Teerath Das","raw_affiliation_strings":["Faculty of Information Technology, Jyv\u00e4skyl\u00e4 University, Jyv\u00e4skyl\u00e4, Finland"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Jyv\u00e4skyl\u00e4 University, Jyv\u00e4skyl\u00e4, Finland","institution_ids":["https://openalex.org/I94722563"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093893021","display_name":"Teemu Paloniemi","orcid":null},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Teemu Paloniemi","raw_affiliation_strings":["Faculty of Information Technology, Jyv\u00e4skyl\u00e4 University, Jyv\u00e4skyl\u00e4, Finland"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Jyv\u00e4skyl\u00e4 University, Jyv\u00e4skyl\u00e4, Finland","institution_ids":["https://openalex.org/I94722563"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093893022","display_name":"Miika Koivisto","orcid":null},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Miika Koivisto","raw_affiliation_strings":["Faculty of Information Technology, Jyv\u00e4skyl\u00e4 University, Jyv\u00e4skyl\u00e4, Finland"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Jyv\u00e4skyl\u00e4 University, Jyv\u00e4skyl\u00e4, Finland","institution_ids":["https://openalex.org/I94722563"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104241304","display_name":"Eeli R\u00e4s\u00e4nen","orcid":null},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Eeli R\u00e4s\u00e4nen","raw_affiliation_strings":["Faculty of Information Technology, Jyv\u00e4skyl\u00e4 University, Jyv\u00e4skyl\u00e4, Finland"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Jyv\u00e4skyl\u00e4 University, Jyv\u00e4skyl\u00e4, Finland","institution_ids":["https://openalex.org/I94722563"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110208652","display_name":"Manu Set\u00e4l\u00e4","orcid":"https://orcid.org/0000-0003-1217-3278"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Manu Set\u00e4l\u00e4","raw_affiliation_strings":["Solita, Tampere, Finland"],"affiliations":[{"raw_affiliation_string":"Solita, Tampere, Finland","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074223722","display_name":"Tommi Mikkonen","orcid":"https://orcid.org/0000-0002-8540-9918"},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Tommi Mikkonen","raw_affiliation_strings":["Faculty of Information Technology, Jyv\u00e4skyl\u00e4 University, Jyv\u00e4skyl\u00e4, Finland"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Jyv\u00e4skyl\u00e4 University, Jyv\u00e4skyl\u00e4, Finland","institution_ids":["https://openalex.org/I94722563"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5113115594"],"corresponding_institution_ids":["https://openalex.org/I94722563"],"apc_list":null,"apc_paid":null,"fwci":10.486,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.98339113,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"108","last_page":"114"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9927999973297119,"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"}},"topics":[{"id":"https://openalex.org/T11891","display_name":"Big Data and Business Intelligence","score":0.9927999973297119,"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"}},{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9925000071525574,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9110999703407288,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/procurement","display_name":"Procurement","score":0.7441188097000122},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6517181396484375},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.5909332036972046},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.5303835272789001},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.5091473460197449},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.4336881935596466},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.4189836084842682},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3908281922340393},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.3410627841949463},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2524873614311218},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.23245590925216675},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.20814591646194458},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.10349312424659729}],"concepts":[{"id":"https://openalex.org/C201650216","wikidata":"https://www.wikidata.org/wiki/Q829492","display_name":"Procurement","level":2,"score":0.7441188097000122},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6517181396484375},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.5909332036972046},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.5303835272789001},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.5091473460197449},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.4336881935596466},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4189836084842682},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3908281922340393},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.3410627841949463},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2524873614311218},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.23245590925216675},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.20814591646194458},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.10349312424659729},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-53227-6_8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-53227-6_8","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-53227-6_8.pdf","source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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 Business Information Processing","raw_type":"book-chapter"},{"id":"pmh:oai:jyx.jyu.fi:123456789/93510","is_oa":true,"landing_page_url":"http://urn.fi/URN:NBN:fi:jyu-202402211977","pdf_url":"https://jyx.jyu.fi/bitstreams/8f740b1a-a444-4230-b7a5-f561906517b6/download","source":{"id":"https://openalex.org/S4306400563","display_name":"Jyv\u00e4skyl\u00e4 University Digital Archive (University of Jyv\u00e4skyl\u00e4)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I94722563","host_organization_name":"University of Jyv\u00e4skyl\u00e4","host_organization_lineage":["https://openalex.org/I94722563"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"A4"}],"best_oa_location":{"id":"doi:10.1007/978-3-031-53227-6_8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-53227-6_8","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-53227-6_8.pdf","source":{"id":"https://openalex.org/S4210177767","display_name":"Lecture notes in business information processing","issn_l":"1865-1348","issn":["1865-1348","1865-1356"],"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 Business Information Processing","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4391660159.pdf"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W1582212094","https://openalex.org/W2017155111","https://openalex.org/W2075408112","https://openalex.org/W2110910454","https://openalex.org/W2144197676","https://openalex.org/W2302800291","https://openalex.org/W2586362160","https://openalex.org/W2774569787","https://openalex.org/W2792313531","https://openalex.org/W3101650868","https://openalex.org/W3166218875","https://openalex.org/W3197249898","https://openalex.org/W4322768714","https://openalex.org/W4323652488","https://openalex.org/W6600338990"],"related_works":["https://openalex.org/W2357124094","https://openalex.org/W2387399993","https://openalex.org/W2389739210","https://openalex.org/W2348924972","https://openalex.org/W2365736347","https://openalex.org/W2047454415","https://openalex.org/W2070040999","https://openalex.org/W2387293848","https://openalex.org/W2250140200","https://openalex.org/W2016108640"],"abstract_inverted_index":{"Abstract":[0],"In":[1],"modern":[2],"business,":[3],"maintaining":[4],"competitiveness":[5],"and":[6,39,51,73,90,113,134,142,156,171,182],"efficiency":[7],"necessitates":[8],"the":[9,17,45,98,109,118,125],"integration":[10],"of":[11,47,100,127],"state-of-the-art":[12],"technology.":[13],"This":[14],"paper":[15],"introduces":[16],"Artificial":[18],"Intelligence":[19],"Procurement":[20],"Assistant":[21],"(AIPA),":[22],"an":[23],"advanced":[24],"system":[25,55],"co-developed":[26],"with":[27,79,106],"Solita,":[28],"a":[29],"Finnish":[30],"software":[31],"company.":[32],"AIPA":[33,144],"leverages":[34],"Large":[35],"Language":[36],"Models":[37],"(LLMs)":[38],"sophisticated":[40],"data":[41,173],"analytics":[42],"to":[43,59,67,139,175],"enhance":[44,60],"assessment":[46],"procurement":[48,184],"call":[49],"bids":[50],"funding":[52],"opportunities.":[53],"The":[54,94],"incorporates":[56],"LLM":[57],"agents":[58,129],"user":[61,169],"interactions,":[62],"from":[63,108,117],"intelligent":[64],"search":[65,88],"execution":[66],"results":[68,92],"evaluation.":[69],"Rigorous":[70],"usability":[71],"testing":[72],"real-world":[74],"evaluation,":[75],"conducted":[76],"in":[77,124,180],"collaboration":[78],"our":[80],"industry":[81],"partner,":[82],"validated":[83],"AIPA\u2019s":[84],"intuitive":[85],"interface,":[86],"personalized":[87],"functionalities,":[89],"effective":[91],"filtering.":[93],"platform":[95],"significantly":[96],"streamlines":[97],"identification":[99],"optimal":[101],"calls":[102],"by":[103],"synergizing":[104],"LLMs":[105],"resources":[107],"European":[110],"Commission":[111],"TED":[112],"other":[114],"portals.":[115],"Feedback":[116],"company":[119],"guided":[120],"essential":[121],"refinements,":[122],"particularly":[123],"performance":[126],"ChatGPT":[128],"for":[130,152],"tasks":[131],"like":[132],"translation":[133],"keyword":[135],"extraction.":[136],"Further":[137],"contributing":[138],"its":[140,153,178],"scalability":[141],"adaptability,":[143],"has":[145],"been":[146],"made":[147],"open-source,":[148],"inviting":[149],"community":[150],"contributions":[151],"ongoing":[154],"refinement":[155],"enhancement.":[157],"Future":[158],"developments":[159],"will":[160],"focus":[161],"on":[162],"extensive":[163],"case":[164],"studies,":[165],"iterative":[166],"improvements":[167],"through":[168],"feedback,":[170],"expanding":[172],"sources":[174],"further":[176],"elevate":[177],"utility":[179],"streamlining":[181],"optimizing":[183],"processes.":[185]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5}],"updated_date":"2026-03-17T09:09:15.849793","created_date":"2025-10-10T00:00:00"}
