{"id":"https://openalex.org/W4398796558","doi":"https://doi.org/10.1145/3643834.3661517","title":"Towards Feature Engineering with Human and AI\u2019s Knowledge: Understanding Data Science Practitioners\u2019 Perceptions in Human&amp;AI-Assisted Feature Engineering Design","display_name":"Towards Feature Engineering with Human and AI\u2019s Knowledge: Understanding Data Science Practitioners\u2019 Perceptions in Human&amp;AI-Assisted Feature Engineering Design","publication_year":2024,"publication_date":"2024-06-29","ids":{"openalex":"https://openalex.org/W4398796558","doi":"https://doi.org/10.1145/3643834.3661517"},"language":"en","primary_location":{"id":"doi:10.1145/3643834.3661517","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3643834.3661517","pdf_url":null,"source":{"id":"https://openalex.org/S4363608268","display_name":"Designing Interactive Systems Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Designing Interactive Systems Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2405.14107","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037866250","display_name":"Qian Zhu","orcid":"https://orcid.org/0000-0001-5108-3414"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]},{"id":"https://openalex.org/I118692353","display_name":"University of Science and Technology","ror":"https://ror.org/05bj7sh33","country_code":"YE","type":"education","lineage":["https://openalex.org/I118692353"]},{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]},{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK","US","YE"],"is_corresponding":true,"raw_author_name":"Qian Zhu","raw_affiliation_strings":["The Hong Kong University of Science and Technology, China",", of and ,","The Hong Kong University of Science and Technology Hong Kong, China","Northeastern University Boston, United States","The University of Science and Technology ,"],"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology, China","institution_ids":["https://openalex.org/I200769079"]},{"raw_affiliation_string":", of and ,","institution_ids":[]},{"raw_affiliation_string":"The Hong Kong University of Science and Technology Hong Kong, China","institution_ids":["https://openalex.org/I200769079"]},{"raw_affiliation_string":"Northeastern University Boston, United States","institution_ids":["https://openalex.org/I12912129","https://openalex.org/I111088046"]},{"raw_affiliation_string":"The University of Science and Technology ,","institution_ids":["https://openalex.org/I118692353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062817658","display_name":"Dakuo Wang","orcid":"https://orcid.org/0000-0001-9371-9441"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]},{"id":"https://openalex.org/I118692353","display_name":"University of Science and Technology","ror":"https://ror.org/05bj7sh33","country_code":"YE","type":"education","lineage":["https://openalex.org/I118692353"]},{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]},{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK","US","YE"],"is_corresponding":false,"raw_author_name":"Dakuo Wang","raw_affiliation_strings":["Northeastern University, United States","The University of Science and Technology ,","The Hong Kong University of Science and Technology Hong Kong, China",", of and ,","Northeastern University Boston, United States"],"affiliations":[{"raw_affiliation_string":"Northeastern University, United States","institution_ids":["https://openalex.org/I12912129"]},{"raw_affiliation_string":"The University of Science and Technology ,","institution_ids":["https://openalex.org/I118692353"]},{"raw_affiliation_string":"The Hong Kong University of Science and Technology Hong Kong, China","institution_ids":["https://openalex.org/I200769079"]},{"raw_affiliation_string":", of and ,","institution_ids":[]},{"raw_affiliation_string":"Northeastern University Boston, United States","institution_ids":["https://openalex.org/I12912129","https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019663384","display_name":"Shuai Ma","orcid":"https://orcid.org/0000-0002-7658-292X"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]},{"id":"https://openalex.org/I118692353","display_name":"University of Science and Technology","ror":"https://ror.org/05bj7sh33","country_code":"YE","type":"education","lineage":["https://openalex.org/I118692353"]},{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]},{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK","US","YE"],"is_corresponding":false,"raw_author_name":"Shuai Ma","raw_affiliation_strings":["The Hong Kong University of Science and Technology, China",", of and ,","The University of Science and Technology ,","The Hong Kong University of Science and Technology Hong Kong, China","Northeastern University Boston, United States"],"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology, China","institution_ids":["https://openalex.org/I200769079"]},{"raw_affiliation_string":", of and ,","institution_ids":[]},{"raw_affiliation_string":"The University of Science and Technology ,","institution_ids":["https://openalex.org/I118692353"]},{"raw_affiliation_string":"The Hong Kong University of Science and Technology Hong Kong, China","institution_ids":["https://openalex.org/I200769079"]},{"raw_affiliation_string":"Northeastern University Boston, United States","institution_ids":["https://openalex.org/I12912129","https://openalex.org/I111088046"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046673805","display_name":"April Yi Wang","orcid":"https://orcid.org/0000-0001-8724-4662"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]},{"id":"https://openalex.org/I118692353","display_name":"University of Science and Technology","ror":"https://ror.org/05bj7sh33","country_code":"YE","type":"education","lineage":["https://openalex.org/I118692353"]},{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]},{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]},{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH","HK","US","YE"],"is_corresponding":false,"raw_author_name":"April Yi Wang","raw_affiliation_strings":["Computer Science, ETH Zurich, Switzerland","Northeastern University Boston, United States","The University of Science and Technology ,","The Hong Kong University of Science and Technology Hong Kong, China",", of and ,"],"affiliations":[{"raw_affiliation_string":"Computer Science, ETH Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"Northeastern University Boston, United States","institution_ids":["https://openalex.org/I12912129","https://openalex.org/I111088046"]},{"raw_affiliation_string":"The University of Science and Technology ,","institution_ids":["https://openalex.org/I118692353"]},{"raw_affiliation_string":"The Hong Kong University of Science and Technology Hong Kong, China","institution_ids":["https://openalex.org/I200769079"]},{"raw_affiliation_string":", of and ,","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101466604","display_name":"Zixin Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Zixin Chen","raw_affiliation_strings":["The Hong Kong University of Science and Technology, China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong University of Science and Technology, China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013455098","display_name":"Udayan Khurana","orcid":"https://orcid.org/0000-0001-8113-1210"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]},{"id":"https://openalex.org/I118692353","display_name":"University of Science and Technology","ror":"https://ror.org/05bj7sh33","country_code":"YE","type":"education","lineage":["https://openalex.org/I118692353"]},{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]},{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK","US","YE"],"is_corresponding":false,"raw_author_name":"Udayan Khurana","raw_affiliation_strings":["IBM Research AI, United States",", of and ,","Northeastern University Boston, United States","The University of Science and Technology ,","The Hong Kong University of Science and Technology Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"IBM Research AI, United States","institution_ids":[]},{"raw_affiliation_string":", of and ,","institution_ids":[]},{"raw_affiliation_string":"Northeastern University Boston, United States","institution_ids":["https://openalex.org/I12912129","https://openalex.org/I111088046"]},{"raw_affiliation_string":"The University of Science and Technology ,","institution_ids":["https://openalex.org/I118692353"]},{"raw_affiliation_string":"The Hong Kong University of Science and Technology Hong Kong, China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026376235","display_name":"Xiaojuan Ma","orcid":"https://orcid.org/0000-0002-9847-7784"},"institutions":[{"id":"https://openalex.org/I111088046","display_name":"Boston University","ror":"https://ror.org/05qwgg493","country_code":"US","type":"education","lineage":["https://openalex.org/I111088046"]},{"id":"https://openalex.org/I118692353","display_name":"University of Science and Technology","ror":"https://ror.org/05bj7sh33","country_code":"YE","type":"education","lineage":["https://openalex.org/I118692353"]},{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]},{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK","US","YE"],"is_corresponding":false,"raw_author_name":"Xiaojuan Ma","raw_affiliation_strings":["Hong Kong University of Science and Technology, China","The Hong Kong University of Science and Technology Hong Kong, China","Northeastern University Boston, United States",", of and ,","The University of Science and Technology ,"],"affiliations":[{"raw_affiliation_string":"Hong Kong University of Science and Technology, China","institution_ids":["https://openalex.org/I200769079"]},{"raw_affiliation_string":"The Hong Kong University of Science and Technology Hong Kong, China","institution_ids":["https://openalex.org/I200769079"]},{"raw_affiliation_string":"Northeastern University Boston, United States","institution_ids":["https://openalex.org/I12912129","https://openalex.org/I111088046"]},{"raw_affiliation_string":", of and ,","institution_ids":[]},{"raw_affiliation_string":"The University of Science and Technology ,","institution_ids":["https://openalex.org/I118692353"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5037866250"],"corresponding_institution_ids":["https://openalex.org/I111088046","https://openalex.org/I118692353","https://openalex.org/I12912129","https://openalex.org/I200769079"],"apc_list":null,"apc_paid":null,"fwci":0.3556,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.46720214,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1789","last_page":"1804"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11891","display_name":"Big Data and Business Intelligence","score":0.9908000230789185,"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/T13398","display_name":"Data Analysis with R","score":0.9591000080108643,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/usable","display_name":"USable","score":0.6768337488174438},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6390684843063354},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.518573522567749},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5030311942100525},{"id":"https://openalex.org/keywords/ingenuity","display_name":"Ingenuity","score":0.48766815662384033},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4836191236972809},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4397224485874176},{"id":"https://openalex.org/keywords/clarity","display_name":"CLARITY","score":0.42245739698410034},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.4215776324272156},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4123265743255615},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.14068439602851868},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09776920080184937}],"concepts":[{"id":"https://openalex.org/C2780615836","wikidata":"https://www.wikidata.org/wiki/Q2471869","display_name":"USable","level":2,"score":0.6768337488174438},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6390684843063354},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.518573522567749},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5030311942100525},{"id":"https://openalex.org/C2778154381","wikidata":"https://www.wikidata.org/wiki/Q105296908","display_name":"Ingenuity","level":2,"score":0.48766815662384033},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4836191236972809},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4397224485874176},{"id":"https://openalex.org/C2777146004","wikidata":"https://www.wikidata.org/wiki/Q14949826","display_name":"CLARITY","level":2,"score":0.42245739698410034},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.4215776324272156},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4123265743255615},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.14068439602851868},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09776920080184937},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C133425853","wikidata":"https://www.wikidata.org/wiki/Q60571","display_name":"Neoclassical economics","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3643834.3661517","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3643834.3661517","pdf_url":null,"source":{"id":"https://openalex.org/S4363608268","display_name":"Designing Interactive Systems Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Designing Interactive Systems Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2405.14107","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2405.14107","pdf_url":"https://arxiv.org/pdf/2405.14107","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-139661","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-139661","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference paper"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2405.14107","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2405.14107","pdf_url":"https://arxiv.org/pdf/2405.14107","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4300000071525574,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323537","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4398796558.pdf","grobid_xml":"https://content.openalex.org/works/W4398796558.grobid-xml"},"referenced_works_count":71,"referenced_works":["https://openalex.org/W190293641","https://openalex.org/W1501005121","https://openalex.org/W1966087765","https://openalex.org/W1977050089","https://openalex.org/W2011735049","https://openalex.org/W2044102377","https://openalex.org/W2132667707","https://openalex.org/W2155632266","https://openalex.org/W2182353144","https://openalex.org/W2290957035","https://openalex.org/W2336133126","https://openalex.org/W2584335703","https://openalex.org/W2585287275","https://openalex.org/W2751722336","https://openalex.org/W2759903677","https://openalex.org/W2769533150","https://openalex.org/W2784241156","https://openalex.org/W2796040126","https://openalex.org/W2807910285","https://openalex.org/W2891130433","https://openalex.org/W2916292150","https://openalex.org/W2940731426","https://openalex.org/W2941766203","https://openalex.org/W2941860851","https://openalex.org/W2942073295","https://openalex.org/W2974071289","https://openalex.org/W2983901715","https://openalex.org/W2995894242","https://openalex.org/W2997686802","https://openalex.org/W2999637955","https://openalex.org/W2999876407","https://openalex.org/W3003265726","https://openalex.org/W3011045833","https://openalex.org/W3023163568","https://openalex.org/W3028901943","https://openalex.org/W3032086959","https://openalex.org/W3032816739","https://openalex.org/W3081790547","https://openalex.org/W3091991901","https://openalex.org/W3116910183","https://openalex.org/W3119394424","https://openalex.org/W3119940315","https://openalex.org/W3121588992","https://openalex.org/W3121784008","https://openalex.org/W3128442340","https://openalex.org/W3152762006","https://openalex.org/W3159250634","https://openalex.org/W3160033795","https://openalex.org/W3160042174","https://openalex.org/W3162028309","https://openalex.org/W3163443091","https://openalex.org/W3189373506","https://openalex.org/W3208057978","https://openalex.org/W4214810323","https://openalex.org/W4221104163","https://openalex.org/W4224988986","https://openalex.org/W4226210603","https://openalex.org/W4230455679","https://openalex.org/W4233462991","https://openalex.org/W4241857777","https://openalex.org/W4244462710","https://openalex.org/W4253135090","https://openalex.org/W4286823232","https://openalex.org/W4288083546","https://openalex.org/W4288086169","https://openalex.org/W4289674210","https://openalex.org/W4296610240","https://openalex.org/W4312055540","https://openalex.org/W4366547597","https://openalex.org/W4396218624","https://openalex.org/W4401075340"],"related_works":["https://openalex.org/W1528089385","https://openalex.org/W2894069061","https://openalex.org/W2901253749","https://openalex.org/W2468223644","https://openalex.org/W4238513149","https://openalex.org/W2364113653","https://openalex.org/W2994258365","https://openalex.org/W2616269406","https://openalex.org/W4295161771","https://openalex.org/W4289532678"],"abstract_inverted_index":{"As":[0],"AI":[1,38,88,151,220],"technology":[2],"continues":[3],"to":[4,58,89,93,114],"advance,":[5],"the":[6,44,83,103,145,148,160,164,214,222],"importance":[7],"of":[8,46,56,85,147,163,203,224],"human-AI":[9],"collaboration":[10],"becomes":[11],"increasingly":[12],"evident,":[13],"with":[14,131],"numerous":[15],"studies":[16],"exploring":[17],"its":[18,169],"potential":[19,127,216],"in":[20,78,221],"various":[21],"fields.":[22],"One":[23],"vital":[24],"field":[25,223],"is":[26],"data":[27,119],"science,":[28],"including":[29],"feature":[30,91,132,149,157,166],"engineering":[31],"(FE),":[32],"where":[33],"both":[34,135,179],"human":[35],"ingenuity":[36],"and":[37,61,64,87,125,137,159,181,188,219],"capabilities":[39],"play":[40],"pivotal":[41],"roles.":[42],"Despite":[43],"existence":[45],"AI-generated":[47],"recommendations":[48,98,205],"for":[49,206],"FE,":[50],"there":[51],"remains":[52],"a":[53,73,106,201],"limited":[54],"understanding":[55],"how":[57],"effectively":[59],"integrate":[60],"utilize":[62],"humans\u2019":[63],"AI\u2019s":[65],"knowledge.":[66],"To":[67],"address":[68],"this":[69],"gap,":[70],"we":[71,109,142,199],"design":[72,204],"readily-usable":[74],"prototype,":[75],"human&AI-assisted":[76],"FE":[77,209],"Jupyter":[79],"notebooks.":[80],"It":[81],"harnesses":[82],"strengths":[84],"humans":[86,136,187,218],"provide":[90],"suggestions":[92,133],"users,":[94],"seamlessly":[95],"integrating":[96],"these":[97],"into":[99,118],"practical":[100],"workflows.":[101],"Using":[102],"prototype":[104],"as":[105],"research":[107],"probe,":[108],"conducted":[110],"an":[111],"exploratory":[112],"study":[113,197],"gain":[115],"valuable":[116],"insights":[117],"science":[120],"practitioners\u2019":[121],"perceptions,":[122],"usage":[123],"patterns,":[124],"their":[126],"needs":[128],"when":[129],"presented":[130],"from":[134],"AI.":[138,192],"Through":[139],"qualitative":[140],"analysis,":[141],"discovered":[143],"that":[144,176],"\u201cCreator\u201d":[146],"(i.e.,":[150],"or":[152],"human)":[153],"significantly":[154],"influences":[155],"users\u2019":[156],"selection,":[158],"semantic":[161],"clarity":[162],"suggested":[165],"greatly":[167],"impacts":[168],"adoption":[170],"rate.":[171],"Furthermore,":[172],"our":[173,196],"findings":[174,212],"indicate":[175],"users":[177],"perceive":[178],"differences":[180],"complementarity":[182],"between":[183,217],"features":[184],"generated":[185,190],"by":[186,191],"those":[189],"Lastly,":[193],"based":[194],"on":[195],"results,":[198],"derived":[200],"set":[202],"future":[207],"human&AI":[208],"design.":[210],"Our":[211],"show":[213],"collaborative":[215],"FE.":[225]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-06T07:47:59.780226","created_date":"2024-05-25T00:00:00"}
