{"id":"https://openalex.org/W4237673979","doi":"https://doi.org/10.1145/1140124.1140230","title":"Teaching AI through machine learning projects","display_name":"Teaching AI through machine learning projects","publication_year":2006,"publication_date":"2006-06-26","ids":{"openalex":"https://openalex.org/W4237673979","doi":"https://doi.org/10.1145/1140124.1140230"},"language":"en","primary_location":{"id":"doi:10.1145/1140124.1140230","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1140124.1140230","pdf_url":null,"source":{"id":"https://openalex.org/S4363608993","display_name":"Proceedings of the 11th annual SIGCSE conference on Innovation and technology in computer science education","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":"Proceedings of the 11th annual SIGCSE conference on Innovation and technology in computer science education","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/A5040435607","display_name":"Ingrid Russell","orcid":"https://orcid.org/0000-0002-1328-3009"},"institutions":[{"id":"https://openalex.org/I162281398","display_name":"University of Hartford","ror":"https://ror.org/034gcgd08","country_code":"US","type":"education","lineage":["https://openalex.org/I162281398"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ingrid Russell","raw_affiliation_strings":["University of Hartford, West Hartford, CT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Hartford, West Hartford, CT","institution_ids":["https://openalex.org/I162281398"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086680052","display_name":"Zdravko Markov","orcid":null},"institutions":[{"id":"https://openalex.org/I154264771","display_name":"Central Connecticut State University","ror":"https://ror.org/054gzqw08","country_code":"US","type":"education","lineage":["https://openalex.org/I154264771","https://openalex.org/I4210132746"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zdravko Markov","raw_affiliation_strings":["Central CT State University, New Britain, CT"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central CT State University, New Britain, CT","institution_ids":["https://openalex.org/I154264771"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028487946","display_name":"Todd W. Neller","orcid":null},"institutions":[{"id":"https://openalex.org/I176113532","display_name":"Gettysburg College","ror":"https://ror.org/045e26x92","country_code":"US","type":"education","lineage":["https://openalex.org/I176113532"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Todd Neller","raw_affiliation_strings":["Gettysburg College, Gettysburg, PA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Gettysburg College, Gettysburg, PA","institution_ids":["https://openalex.org/I176113532"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2709,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.54255774,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"323","last_page":"323"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10586","display_name":"Robotic Path Planning Algorithms","score":0.9988999962806702,"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/T10586","display_name":"Robotic Path Planning Algorithms","score":0.9988999962806702,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.983299970626831,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9419999718666077,"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/computer-science","display_name":"Computer science","score":0.6545640230178833},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38311150670051575}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6545640230178833},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38311150670051575}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1140124.1140230","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1140124.1140230","pdf_url":null,"source":{"id":"https://openalex.org/S4363608993","display_name":"Proceedings of the 11th annual SIGCSE conference on Innovation and technology in computer science education","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":"Proceedings of the 11th annual SIGCSE conference on Innovation and technology in computer science education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2042115681","https://openalex.org/W2061242453","https://openalex.org/W2122410182","https://openalex.org/W4237112997","https://openalex.org/W6605259203","https://openalex.org/W7025307383"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":{"An":[0],"introductory":[1,44,249,281],"Artificial":[2,45],"Intelligence":[3,46],"(AI)":[4],"course":[5,47,84,109,132,284,354],"provides":[6,176,192],"students":[7],"with":[8,22,124,170,380],"basic":[9],"knowledge":[10],"of":[11,16,79,127,136,145,152,186,237,259,299,324,353,376,384,386,399,411],"the":[12,23,58,77,83,107,120,129,134,141,150,158,171,207,216,248,255,275,280,292,308,322,330,368,397,409,432],"theory":[13],"and":[14,25,60,85,92,143,162,175,178,198,219,228,257,312,316,335,340,364,389,417,422],"practice":[15],"AI":[17,64,108,154,161,172,196,250,293,310,326,334],"as":[18,349,351],"a":[19,88,116,125,193,235,260,266,297,381,400],"discipline":[20],"concerned":[21],"methodology":[24,177],"technology":[26,179,197],"for":[27,149,321,403,426],"solving":[28],"problems":[29],"that":[30,42,66,156,211,242],"are":[31,67,357,365,434],"difficult":[32],"to":[33,50,57,75,86,103,180,273,305],"solve":[34],"by":[35,119,285],"other":[36],"means.":[37],"It":[38],"is":[39,48,167,272],"generally":[40],"recognized":[41],"an":[43,95,146,318,374],"challenging":[49],"teach.":[51],"This":[52,139],"is,":[53],"in":[54,82,215,279,338,343,359],"part,":[55],"due":[56],"diverse":[59],"seemingly":[61],"disconnected":[62],"core":[63,153,173,309,325],"topics":[65,80,155,174,327],"typically":[68],"covered.":[69],"Recently,":[70],"work":[71,114,378],"has":[72],"been":[73,101],"done":[74],"address":[76],"diversity":[78],"covered":[81],"create":[87],"theme-based":[89],"approach.":[90],"Russell":[91],"Norvig":[93],"present":[94,113,373],"agent-centered":[96],"approach":[97],"[9].":[98],"Others":[99],"have":[100,233],"working":[102],"integrate":[104],"Robotics":[105],"into":[106,247,291],"[1,":[110],"2,":[111],"3].We":[112],"on":[115,346],"project":[117,253,348,369,395],"funded":[118],"National":[121],"Science":[122],"Foundation":[123],"goal":[126,271],"unifying":[128,300],"artificial":[130,282],"intelligence":[131,283],"around":[133],"theme":[135],"machine":[137,212,288,301,419],"learning.":[138],"involves":[140,254,396],"development":[142,342,398],"testing":[144,317],"adaptable":[147,319],"framework":[148,320],"presentation":[151,323,383],"emphasizes":[157,329],"relationship":[159,332],"between":[160,195,333],"computer":[163,336],"science.":[164],"Machine":[165,189],"learning":[166,190,213,261,277,289,302,401,420],"inherently":[168],"connected":[169],"enhance":[181,265,274],"real-world":[182],"applications":[183,231],"within":[184],"many":[185],"these":[187,387],"topics.":[188],"also":[191,435],"bridge":[194],"modern":[199],"software":[200,217,230,341],"engineering.":[201],"In":[202],"his":[203],"article,":[204],"Mitchell":[205],"discusses":[206],"increasingly":[208],"important":[209,222,331],"role":[210],"plays":[214],"world":[218],"identifies":[220],"three":[221],"areas:":[223],"data":[224,423],"mining,":[225],"difficult-to-program":[226],"applications,":[227],"customized":[229],"[6].We":[232],"developed":[234,356],"suite":[236],"adaptable,":[238],"hands-on":[239],"laboratory":[240,303],"projects":[241,304,388,433],"can":[243],"be":[244],"closely":[245],"integrated":[246],"course.":[251],"Each":[252],"design":[256],"implementation":[258],"system":[262,402],"which":[263,328],"will":[264],"particular":[267],"commonly-deployed":[268],"application.":[269],"The":[270],"student":[276],"experience":[278],"(1)":[286],"introducing":[287],"elements":[290],"course,":[294],"(2)":[295],"implementing":[296],"set":[298],"tie":[306],"together":[307],"topics,":[311],"(3)":[313],"developing,":[314],"applying,":[315],"science":[337],"general,":[339],"particular.":[344],"Details":[345],"this":[347],"well":[350],"samples":[352],"materials":[355],"published":[358],"[4,":[360],"5,":[361],"7,":[362],"8]":[363],"available":[366],"at":[367,371],"website":[370],"http://uhaweb.hartford.edu/compsci/ccli.We":[372],"overview":[375],"our":[377,393],"along":[379],"detailed":[382],"one":[385],"how":[390],"it":[391],"meets":[392],"goals.The":[394],"web":[404],"document":[405],"classification.":[406],"Students":[407],"investigate":[408],"process":[410],"classifying":[412],"hypertext":[413],"documents,":[414],"called":[415],"tagging,":[416],"apply":[418],"techniques":[421],"mining":[424],"tools":[425],"automatic":[427],"tagging.":[428],"Our":[429],"experiences":[430],"using":[431],"presented.":[436]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}