{"id":"https://openalex.org/W7168993188","doi":"https://doi.org/10.1109/icst69053.2026.00052","title":"Poster: Comparative Study of Human and Machine level prompts for LLM driven software testing","display_name":"Poster: Comparative Study of Human and Machine level prompts for LLM driven software testing","publication_year":2026,"publication_date":"2026-05-18","ids":{"openalex":"https://openalex.org/W7168993188","doi":"https://doi.org/10.1109/icst69053.2026.00052"},"language":null,"primary_location":{"id":"doi:10.1109/icst69053.2026.00052","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icst69053.2026.00052","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE International Conference on Software Testing, Verification and Validation (ICST)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5135025619","display_name":"Anand Sharma","orcid":"https://orcid.org/0009-0001-7604-0768"},"institutions":[{"id":"https://openalex.org/I121750182","display_name":"National Institute of Technology Warangal","ror":"https://ror.org/017ebfz38","country_code":"IN","type":"education","lineage":["https://openalex.org/I121750182"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anand Sharma","raw_affiliation_strings":["National Institute of Technology Warangal,Department of Computer Science and Engineering,Warangal,Telangana,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Technology Warangal,Department of Computer Science and Engineering,Warangal,Telangana,India","institution_ids":["https://openalex.org/I121750182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5141013127","display_name":"Vivek Yelleti","orcid":null},"institutions":[{"id":"https://openalex.org/I121750182","display_name":"National Institute of Technology Warangal","ror":"https://ror.org/017ebfz38","country_code":"IN","type":"education","lineage":["https://openalex.org/I121750182"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vivek Yelleti","raw_affiliation_strings":["National Institute of Technology Warangal,Department of Computer Science and Engineering,Warangal,Telangana,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Technology Warangal,Department of Computer Science and Engineering,Warangal,Telangana,India","institution_ids":["https://openalex.org/I121750182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135039572","display_name":"Sangharatna Godboley","orcid":"https://orcid.org/0000-0002-6169-6334"},"institutions":[{"id":"https://openalex.org/I121750182","display_name":"National Institute of Technology Warangal","ror":"https://ror.org/017ebfz38","country_code":"IN","type":"education","lineage":["https://openalex.org/I121750182"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sangharatna Godboley","raw_affiliation_strings":["National Institute of Technology Warangal,Department of Computer Science and Engineering,Warangal,Telangana,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Technology Warangal,Department of Computer Science and Engineering,Warangal,Telangana,India","institution_ids":["https://openalex.org/I121750182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5140995646","display_name":"P. Radha Krishna","orcid":null},"institutions":[{"id":"https://openalex.org/I121750182","display_name":"National Institute of Technology Warangal","ror":"https://ror.org/017ebfz38","country_code":"IN","type":"education","lineage":["https://openalex.org/I121750182"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P. Radha Krishna","raw_affiliation_strings":["National Institute of Technology Warangal,Department of Computer Science and Engineering,Warangal,Telangana,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Technology Warangal,Department of Computer Science and Engineering,Warangal,Telangana,India","institution_ids":["https://openalex.org/I121750182"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I121750182"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"332","last_page":"335"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":null,"topics":[],"keywords":[{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4941999912261963},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.28049999475479126},{"id":"https://openalex.org/keywords/manual-testing","display_name":"Manual testing","score":0.27630001306533813},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.2678000032901764},{"id":"https://openalex.org/keywords/software-testing","display_name":"Software testing","score":0.26350000500679016}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5662000179290771},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4941999912261963},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.2976999878883362},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.28049999475479126},{"id":"https://openalex.org/C182122060","wikidata":"https://www.wikidata.org/wiki/Q6752328","display_name":"Manual testing","level":5,"score":0.27630001306533813},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2720000147819519},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2678000032901764},{"id":"https://openalex.org/C2984328558","wikidata":"https://www.wikidata.org/wiki/Q188522","display_name":"Software testing","level":3,"score":0.26350000500679016},{"id":"https://openalex.org/C169168650","wikidata":"https://www.wikidata.org/wiki/Q1675637","display_name":"Keyword-driven testing","level":5,"score":0.2630999982357025},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.2574000060558319},{"id":"https://openalex.org/C86469151","wikidata":"https://www.wikidata.org/wiki/Q917415","display_name":"Non-regression testing","level":5,"score":0.2540999948978424}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icst69053.2026.00052","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icst69053.2026.00052","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE International Conference on Software Testing, Verification and Validation (ICST)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2303065139","https://openalex.org/W4391974543","https://openalex.org/W4394015350","https://openalex.org/W4400484392","https://openalex.org/W4400681000","https://openalex.org/W4401908463","https://openalex.org/W4402218589","https://openalex.org/W4403447349","https://openalex.org/W4403536220","https://openalex.org/W4404160538","https://openalex.org/W4412888963"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2026-07-17T00:00:00"}
