{"id":"https://openalex.org/W2787877753","doi":"https://doi.org/10.1145/3159450.3162281","title":"Machine Learning Online Education Experience for Non-technical People","display_name":"Machine Learning Online Education Experience for Non-technical People","publication_year":2018,"publication_date":"2018-02-21","ids":{"openalex":"https://openalex.org/W2787877753","doi":"https://doi.org/10.1145/3159450.3162281","mag":"2787877753"},"language":"en","primary_location":{"id":"doi:10.1145/3159450.3162281","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3159450.3162281","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 49th ACM Technical Symposium on Computer Science Education","raw_type":"proceedings-article"},"type":"article","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/A5101944716","display_name":"Xiaochun Yang","orcid":"https://orcid.org/0000-0002-8634-7595"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Xiaochun Yang","raw_affiliation_strings":["Shanghai AchieveFun Info Tech Co.,LTD, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Shanghai AchieveFun Info Tech Co.,LTD, Shanghai, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004005455","display_name":"Jiawei Liang","orcid":"https://orcid.org/0000-0003-0748-3183"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jiawei Liang","raw_affiliation_strings":["GE Healthcare, Beijing, China"],"affiliations":[{"raw_affiliation_string":"GE Healthcare, Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101944716"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6303,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.73985886,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1075","last_page":"1075"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.7017999887466431,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T11122","display_name":"Online Learning and Analytics","score":0.7017999887466431,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/computer-science","display_name":"Computer science","score":0.7070170640945435},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.645776629447937},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40523242950439453},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3207284212112427}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7070170640945435},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.645776629447937},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40523242950439453},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3207284212112427}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3159450.3162281","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3159450.3162281","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 49th ACM Technical Symposium on Computer Science Education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5600000023841858,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347","https://openalex.org/W4210805261"],"abstract_inverted_index":{"With":[0],"the":[1,6,24,51,67,70,82,100,115,118,125,128,130,150,153,164,196,202,205,209,229,232,234,237],"increasing":[2],"demand":[3,71],"for":[4,39],"understanding":[5],"theory":[7,101],"of":[8,58,63,75,102,127,156,212,231],"machine":[9,20,34,47,54,103,108,134],"learning,":[10],"professional":[11,40,59,76,96],"people":[12,42,60,97],"without":[13,43],"technical":[14,44],"background":[15,45],"need":[16],"to":[17,22,27,94,98,113,137,140,166,217,220,224],"work":[18],"with":[19,171,215],"learning":[21,35,48,55,104,109,135,158],"solve":[23,114],"problem":[25,116],"and":[26,46,72,91,105,120,146,162,223,243],"facilitate":[28,121],"fostering":[29],"work.":[30],"The":[31],"poster":[32,52,68,83,131,151],"describes":[33,204],"online":[36],"education":[37],"experience":[38],"industry":[41,64,119,122],"knowledge.":[49],"Firstly,":[50],"lists":[53],"application":[56],"requirements":[57],"from":[61,188,241],"various":[62],"area.":[65],"Secondly,":[66],"analyzes":[69],"typical":[73],"characteristics":[74],"people.":[77],"Based":[78],"on":[79],"above":[80],"analysis,":[81],"proposes":[84],"course":[85],"framework":[86,112],"including":[87,208],"assignment,":[88],"small":[89],"projects":[90],"reading":[92],"materials":[93],"assist":[95],"understand":[99,167,198],"utilize":[106],"Python":[107],"open":[110],"source":[111],"in":[117],"development.":[123],"From":[124],"perspective":[126],"application,":[129],"presents":[132],"classical":[133],"algorithms":[136],"help":[138,195],"professionals":[139],"resolve":[141],"collaborative":[142],"filtering,":[143],"classification,":[144],"clustering,":[145],"optimization":[147],"problem.":[148],"Also,":[149],"introduces":[152],"instruction":[154,206],"process":[155],"deep":[157],"by":[159],"using":[160],"TensorFlow":[161],"teaches":[163],"student":[165,197],"complicated":[168],"conception":[169],"along":[170],"philosophy":[172],"thinking.":[173],"To":[174,194,227],"broaden":[175],"students/":[176],"horizons,":[177],"a":[178],"general-purpose":[179],"reasoning":[180,190],"system,":[181],"Non-Axiomatic":[182],"Reasoning":[183],"System":[184],"which":[185],"is":[186,192],"different":[187],"conventional":[189],"systems":[191],"introduced.":[193],"mathematics":[199],"related":[200],"conception,":[201],"author":[203,235],"techniques":[207],"graphical":[210],"representation":[211],"knowledge,":[213],"teaching":[214,246],"dialogue,":[216],"guide":[218],"students":[219,242],"think":[221],"deeply":[222],"attract":[225],"attention.":[226],"evaluate":[228],"objective":[230],"course,":[233],"summarizes":[236],"development":[238],"progress,":[239],"feedback":[240],"future":[244],"improvement":[245],"action.":[247]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}