{"id":"https://openalex.org/W4286225569","doi":"https://doi.org/10.48550/arxiv.2207.09060","title":"Data Science and Machine Learning in Education","display_name":"Data Science and Machine Learning in Education","publication_year":2022,"publication_date":"2022-07-19","ids":{"openalex":"https://openalex.org/W4286225569","doi":"https://doi.org/10.48550/arxiv.2207.09060"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2207.09060","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2207.09060","pdf_url":"https://arxiv.org/pdf/2207.09060","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":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2207.09060","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100697590","display_name":"G. Benelli","orcid":"https://orcid.org/0000-0003-4461-8905"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Benelli, Gabriele","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061686520","display_name":"Thomas Y. Chen","orcid":"https://orcid.org/0000-0002-0294-3614"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Thomas Y.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100747243","display_name":"J. Duarte","orcid":"https://orcid.org/0000-0002-5076-7096"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Duarte, Javier","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085536781","display_name":"M. Feickert","orcid":"https://orcid.org/0000-0003-4124-7862"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Feickert, Matthew","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036482894","display_name":"M. J. Graham","orcid":"https://orcid.org/0000-0002-3168-0139"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Graham, Matthew","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107830364","display_name":"L. Gray","orcid":"https://orcid.org/0000-0002-6408-4288"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gray, Lindsey","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073616668","display_name":"Dan Hackett","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hackett, Dan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107146234","display_name":"Phil Harris","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Harris, Phil","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105676474","display_name":"S.\u2010C. Hsu","orcid":"https://orcid.org/0000-0001-6214-8500"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hsu, Shih-Chieh","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031270964","display_name":"Gregor Kasieczka","orcid":"https://orcid.org/0000-0003-3457-2755"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kasieczka, Gregor","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101881065","display_name":"E. E. Khoda","orcid":"https://orcid.org/0000-0002-8340-9455"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Khoda, Elham E.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065891750","display_name":"M. Komm","orcid":"https://orcid.org/0000-0002-7669-4294"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Komm, Matthias","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053687303","display_name":"Mia Liu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Mia","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114374383","display_name":"M. S. Neubauer","orcid":"https://orcid.org/0000-0001-8434-9274"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Neubauer, Mark S.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107899191","display_name":"S. Norberg","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Norberg, Scarlet","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070115662","display_name":"Alexx Perloff","orcid":"https://orcid.org/0000-0001-5230-0396"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Perloff, Alexx","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057847592","display_name":"M. Rieger","orcid":"https://orcid.org/0000-0003-0797-2606"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rieger, Marcel","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006321046","display_name":"C. Savard","orcid":"https://orcid.org/0009-0000-7507-0570"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Savard, Claire","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040929391","display_name":"K. Terao","orcid":"https://orcid.org/0000-0003-1767-8929"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Terao, Kazuhiro","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079518343","display_name":"S. J. Thais","orcid":"https://orcid.org/0000-0001-8214-2763"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Thais, Savannah","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100782306","display_name":"A. Roy","orcid":"https://orcid.org/0000-0002-0116-1012"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Roy, Avik","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100751779","display_name":"Jean-Roch Vlimant","orcid":"https://orcid.org/0000-0002-9705-101X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Vlimant, Jean-Roch","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5087394402","display_name":"Grigorios Chachamis","orcid":"https://orcid.org/0000-0003-0347-0879"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chachamis, Grigorios","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":23,"corresponding_author_ids":["https://openalex.org/A5100697590"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"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/T11044","display_name":"Particle Detector Development and Performance","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11044","display_name":"Particle Detector Development and Performance","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10048","display_name":"Particle physics theoretical and experimental studies","score":0.9855999946594238,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13650","display_name":"Computational Physics and Python Applications","score":0.9681000113487244,"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/intersection","display_name":"Intersection (aeronautics)","score":0.6590884923934937},{"id":"https://openalex.org/keywords/physics-education","display_name":"Physics education","score":0.5532891750335693},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5444612503051758},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.5268843770027161},{"id":"https://openalex.org/keywords/compendium","display_name":"Compendium","score":0.48181334137916565},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4684355854988098},{"id":"https://openalex.org/keywords/workforce","display_name":"Workforce","score":0.45701009035110474},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.40477418899536133},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3816930055618286},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.36384111642837524},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.33010604977607727},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2137237787246704},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.13886383175849915},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10822689533233643},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.10663941502571106},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.08468428254127502}],"concepts":[{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.6590884923934937},{"id":"https://openalex.org/C50773583","wikidata":"https://www.wikidata.org/wiki/Q1294199","display_name":"Physics education","level":2,"score":0.5532891750335693},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5444612503051758},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.5268843770027161},{"id":"https://openalex.org/C2778473407","wikidata":"https://www.wikidata.org/wiki/Q1459574","display_name":"Compendium","level":2,"score":0.48181334137916565},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4684355854988098},{"id":"https://openalex.org/C2778139618","wikidata":"https://www.wikidata.org/wiki/Q13440398","display_name":"Workforce","level":2,"score":0.45701009035110474},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40477418899536133},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3816930055618286},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.36384111642837524},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.33010604977607727},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2137237787246704},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.13886383175849915},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10822689533233643},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.10663941502571106},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.08468428254127502},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2207.09060","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2207.09060","pdf_url":"https://arxiv.org/pdf/2207.09060","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":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2207.09060","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2207.09060","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2207.09060","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2207.09060","pdf_url":"https://arxiv.org/pdf/2207.09060","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":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2164288075","https://openalex.org/W2384167225","https://openalex.org/W2113182373","https://openalex.org/W4255195499","https://openalex.org/W2088998312","https://openalex.org/W2119005669","https://openalex.org/W4250965783","https://openalex.org/W2481793228","https://openalex.org/W2403214044","https://openalex.org/W2379604225"],"abstract_inverted_index":{"The":[0],"growing":[1],"role":[2],"of":[3,33,51,94],"data":[4,42,111],"science":[5,53],"(DS)":[6],"and":[7,18,27,69,79,97,106,110,125,130,135],"machine":[8],"learning":[9],"(ML)":[10],"in":[11,40,66,113],"high-energy":[12],"physics":[13,41,86],"(HEP)":[14],"is":[15],"well":[16],"established":[17],"pertinent":[19],"given":[20],"the":[21,31,92],"complex":[22],"detectors,":[23],"large":[24],"data,":[25],"sets":[26],"sophisticated":[28],"analyses":[29],"at":[30,91,132],"heart":[32],"HEP":[34,55,104,123],"research.":[35,54],"Moreover,":[36],"exploiting":[37],"symmetries":[38],"inherent":[39],"have":[43],"inspired":[44],"physics-informed":[45],"ML":[46,96],"as":[47],"a":[48],"vibrant":[49],"sub-field":[50],"computer":[52],"researchers":[56,105],"benefit":[57],"greatly":[58],"from":[59],"materials":[60,63,78],"widely":[61],"available":[62],"for":[64],"use":[65],"education,":[67,127],"training":[68],"workforce":[70],"development.":[71],"They":[72],"are":[73,88],"also":[74],"contributing":[75],"to":[76,82],"these":[77],"providing":[80],"software":[81,109],"DS/ML-related":[83],"fields.":[84],"Increasingly,":[85],"departments":[87],"offering":[89],"courses":[90],"intersection":[93],"DS,":[95],"physics,":[98],"often":[99],"using":[100],"curricula":[101],"developed":[102],"by":[103],"involving":[107],"open":[108],"used":[112],"HEP.":[114],"In":[115],"this":[116,133],"white":[117],"paper,":[118],"we":[119],"explore":[120],"synergies":[121],"between":[122],"research":[124],"DS/ML":[126],"discuss":[128],"opportunities":[129],"challenges":[131],"intersection,":[134],"propose":[136],"community":[137],"activities":[138],"that":[139],"will":[140],"be":[141],"mutually":[142],"beneficial.":[143]},"counts_by_year":[{"year":2023,"cited_by_count":2}],"updated_date":"2026-02-09T09:26:11.010843","created_date":"2025-10-10T00:00:00"}
