{"id":"https://openalex.org/W7216939097","doi":null,"title":"Bridging UX and AI: Why Fullstack Applications are the Future of Custom LLM Pipelines","display_name":"Bridging UX and AI: Why Fullstack Applications are the Future of Custom LLM Pipelines","publication_year":2024,"publication_date":"2024-03-24","ids":{"openalex":"https://openalex.org/W7216939097"},"language":"en","primary_location":{"id":"pmh:oai:www.ijisae.org:article/7804","doi":null,"is_oa":true,"landing_page_url":"https://ijisae.org/index.php/IJISAE/article/view/7804","pdf_url":"https://ijisae.org/index.php/IJISAE/article/download/7804/6822","source":{"id":"https://openalex.org/S2764360368","display_name":"International Journal of Intelligent Systems and Applications in Engineering","issn_l":"2147-6799","issn":["2147-6799"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-4"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2147-6799","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ijisae.org/index.php/IJISAE/article/download/7804/6822","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5014168545","display_name":"Singaiah Chintalapudi","orcid":"https://orcid.org/0000-0002-5023-6711","observed_orcids":["https://orcid.org/0000-0002-5023-6711"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Singaiah Chintalapudi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5014168545"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10470","display_name":"Usability and User Interface Design","score":0.8359000086784363,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10470","display_name":"Usability and User Interface Design","score":0.8359000086784363,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T13904","display_name":"Artificial Intelligence Applications","score":0.048700001090765,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.010700000450015068,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/large-language-models","display_name":"large language models","score":0.8199999928474426},{"id":"https://openalex.org/keywords/user-experience-design","display_name":"user experience design","score":0.6710000038146973},{"id":"https://openalex.org/keywords/full-stack-application","display_name":"full-stack application","score":0.8050000071525574},{"id":"https://openalex.org/keywords/llm-pipelines","display_name":"LLM pipelines","score":0.7599999904632568},{"id":"https://openalex.org/keywords/system-usability-scale","display_name":"System Usability Scale","score":0.8090000152587891},{"id":"https://openalex.org/keywords/trust-in-ai","display_name":"trust in AI","score":0.6700000166893005},{"id":"https://openalex.org/keywords/human-ai-co-creation","display_name":"human-AI co-creation","score":0.625},{"id":"https://openalex.org/keywords/deployment-efficiency","display_name":"deployment efficiency","score":0.4869999885559082}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8198999762535095},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.7598000168800354},{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.7281000018119812},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.6690000295639038},{"id":"https://openalex.org/C168065819","wikidata":"https://www.wikidata.org/wiki/Q845566","display_name":"Debugging","level":2,"score":0.6607999801635742},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.599399983882904},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5645999908447266},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.4805999994277954},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4514000117778778},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4426000118255615},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.3912999927997589},{"id":"https://openalex.org/C201025465","wikidata":"https://www.wikidata.org/wiki/Q11248500","display_name":"User experience design","level":2,"score":0.3749000132083893},{"id":"https://openalex.org/C175309249","wikidata":"https://www.wikidata.org/wiki/Q725864","display_name":"Pipeline transport","level":2,"score":0.2935999929904938},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.28690001368522644},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.2734000086784363},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.2696000039577484},{"id":"https://openalex.org/C195094911","wikidata":"https://www.wikidata.org/wiki/Q14167904","display_name":"Process management","level":1,"score":0.25839999318122864}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:www.ijisae.org:article/7804","doi":null,"is_oa":true,"landing_page_url":"https://ijisae.org/index.php/IJISAE/article/view/7804","pdf_url":"https://ijisae.org/index.php/IJISAE/article/download/7804/6822","source":{"id":"https://openalex.org/S2764360368","display_name":"International Journal of Intelligent Systems and Applications in Engineering","issn_l":"2147-6799","issn":["2147-6799"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-4"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2147-6799","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:www.ijisae.org:article/7804","doi":null,"is_oa":true,"landing_page_url":"https://ijisae.org/index.php/IJISAE/article/view/7804","pdf_url":"https://ijisae.org/index.php/IJISAE/article/download/7804/6822","source":{"id":"https://openalex.org/S2764360368","display_name":"International Journal of Intelligent Systems and Applications in Engineering","issn_l":"2147-6799","issn":["2147-6799"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","russia-white-list-4"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2147-6799","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7216939097.pdf","grobid_xml":"https://content.openalex.org/works/W7216939097.grobid-xml"},"referenced_works_count":10,"referenced_works":["https://openalex.org/W2799118206","https://openalex.org/W3027879771","https://openalex.org/W3126880001","https://openalex.org/W3184229183","https://openalex.org/W4221159404","https://openalex.org/W4317898419","https://openalex.org/W4385569780","https://openalex.org/W4386942346","https://openalex.org/W4389519118","https://openalex.org/W4389520468"],"related_works":["https://openalex.org/W7214115570","https://openalex.org/W7167335027","https://openalex.org/W7167724220","https://openalex.org/W4402419094","https://openalex.org/W7128535493","https://openalex.org/W4416832281","https://openalex.org/W7222391746","https://openalex.org/W7147692015","https://openalex.org/W7135078670","https://openalex.org/W4415497222"],"abstract_inverted_index":{"As":[0],"artificial":[1],"intelligence":[2,63],"(AI)":[3],"systems":[4,146],"mature,":[5],"the":[6,81,157,169,179],"integration":[7],"of":[8,108,162,184],"user":[9,44,164],"experience":[10],"(UX)":[11],"principles":[12],"into":[13,148],"large":[14],"language":[15],"model":[16],"(LLM)":[17],"pipelines":[18],"has":[19],"become":[20],"essential":[21],"to":[22],"ensuring":[23],"usability,":[24],"trust,":[25],"and":[26,46,90,110,132,151,159,182],"efficiency.":[27],"Traditional":[28],"LLM":[29,58,185],"deployments\u2014often":[30],"focused":[31],"solely":[32],"on":[33],"back-end":[34,62],"processing\u2014have":[35],"faced":[36],"persistent":[37],"challenges,":[38],"including":[39],"excessive":[40],"prompt":[41,102,130],"debugging,":[42],"low":[43],"confidence,":[45],"poor":[47],"workflow":[48],"coherence.":[49],"This":[50,166],"paper":[51],"presents":[52],"a":[53,98,111,121,175],"paradigm":[54],"shift":[55],"toward":[56],"full-stack":[57,123],"applications,":[59],"where":[60],"advanced":[61],"is":[64],"seamlessly":[65],"coupled":[66],"with":[67,156],"intuitive,":[68],"human-centered":[69],"front-end":[70],"design.":[71],"Through":[72],"simulation-based":[73],"evaluations":[74],"using":[75],"key":[76],"UX":[77,173],"metrics":[78],"such":[79,145],"as":[80,142,174],"System":[82],"Usability":[83],"Score":[84],"(SUS),":[85],"Task":[86],"Success":[87],"Rate":[88],"(TSR),":[89],"Trust":[91],"Index,":[92],"our":[93],"findings":[94],"demonstrate":[95],"substantial":[96],"gains:":[97],"29.3%":[99],"reduction":[100],"in":[101,114,136,178],"debugging":[103],"time,":[104],"an":[105],"average":[106],"SUS":[107],"88.7,":[109],"50%":[112],"improvement":[113],"deployment":[115],"speed.":[116],"These":[117],"results":[118],"highlight":[119],"how":[120],"UX-first,":[122],"approach":[124],"can":[125],"reduce":[126],"developer":[127],"bottlenecks,":[128],"promote":[129],"reusability,":[131],"increase":[133],"organizational":[134],"trust":[135],"AI":[137,154],"outputs.":[138],"Rather":[139],"than":[140],"functioning":[141],"isolated":[143],"tools,":[144],"evolve":[147],"adaptive,":[149],"transparent,":[150],"co-creative":[152],"platforms\u2014aligning":[153],"capabilities":[155],"expectations":[158],"operational":[160],"realities":[161],"diverse":[163],"groups.":[165],"research":[167],"makes":[168],"case":[170],"for":[171],"embedding":[172],"foundational":[176],"element":[177],"design,":[180],"rollout,":[181],"scaling":[183],"solutions.":[186]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-10-03T00:00:00"}