{"id":"https://openalex.org/W1965573576","doi":"https://doi.org/10.1145/1562877.1562917","title":"Active learning of greedy algorithms by means of interactive experimentation","display_name":"Active learning of greedy algorithms by means of interactive experimentation","publication_year":2009,"publication_date":"2009-07-06","ids":{"openalex":"https://openalex.org/W1965573576","doi":"https://doi.org/10.1145/1562877.1562917","mag":"1965573576"},"language":"en","primary_location":{"id":"doi:10.1145/1562877.1562917","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1562877.1562917","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th annual ACM 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/A5040213202","display_name":"J. \u00c1ngel Vel\u00e1zquez\u2010Iturbide","orcid":"https://orcid.org/0000-0002-9486-8526"},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J. \u00c1ngel Vel\u00e1zquez-Iturbide","raw_affiliation_strings":["Universidad Rey Juan Carlos, Madrid, Spain","Universidad Rey Juan Carlos, Madrid, Spain;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Rey Juan Carlos, Madrid, Spain","institution_ids":["https://openalex.org/I182083151"]},{"raw_affiliation_string":"Universidad Rey Juan Carlos, Madrid, Spain;","institution_ids":["https://openalex.org/I182083151"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038407633","display_name":"Antonio P\u00e9rez-Carrasco","orcid":null},"institutions":[{"id":"https://openalex.org/I182083151","display_name":"Universidad Rey Juan Carlos","ror":"https://ror.org/01v5cv687","country_code":"ES","type":"education","lineage":["https://openalex.org/I182083151"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Antonio P\u00e9rez-Carrasco","raw_affiliation_strings":["Universidad Rey Juan Carlos, Madrid, Spain","Universidad Rey Juan Carlos, Madrid, Spain;"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Rey Juan Carlos, Madrid, Spain","institution_ids":["https://openalex.org/I182083151"]},{"raw_affiliation_string":"Universidad Rey Juan Carlos, Madrid, Spain;","institution_ids":["https://openalex.org/I182083151"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I182083151"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"119","last_page":"123"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.996399998664856,"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/T10533","display_name":"Teaching and Learning Programming","score":0.996399998664856,"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"}},{"id":"https://openalex.org/T11283","display_name":"Experimental Learning in Engineering","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11299","display_name":"Problem and Project Based Learning","score":0.9563999772071838,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/greedy-algorithm","display_name":"Greedy algorithm","score":0.8420779705047607},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.783683180809021},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.7391037940979004},{"id":"https://openalex.org/keywords/simplicity","display_name":"Simplicity","score":0.6018869876861572},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5926550626754761},{"id":"https://openalex.org/keywords/greedy-randomized-adaptive-search-procedure","display_name":"Greedy randomized adaptive search procedure","score":0.5880565047264099},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5499890446662903},{"id":"https://openalex.org/keywords/active-learning","display_name":"Active learning (machine learning)","score":0.48635727167129517},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46985355019569397},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43552497029304504},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3273985981941223},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07480496168136597}],"concepts":[{"id":"https://openalex.org/C51823790","wikidata":"https://www.wikidata.org/wiki/Q504353","display_name":"Greedy algorithm","level":2,"score":0.8420779705047607},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.783683180809021},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.7391037940979004},{"id":"https://openalex.org/C2776372474","wikidata":"https://www.wikidata.org/wiki/Q508291","display_name":"Simplicity","level":2,"score":0.6018869876861572},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5926550626754761},{"id":"https://openalex.org/C126221529","wikidata":"https://www.wikidata.org/wiki/Q3116070","display_name":"Greedy randomized adaptive search procedure","level":3,"score":0.5880565047264099},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5499890446662903},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.48635727167129517},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46985355019569397},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43552497029304504},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3273985981941223},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07480496168136597},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1562877.1562917","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1562877.1562917","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 14th annual ACM SIGCSE conference on Innovation and technology in computer science education","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W564448149","https://openalex.org/W1554451661","https://openalex.org/W1622896514","https://openalex.org/W1709754610","https://openalex.org/W1982487271","https://openalex.org/W1985449307","https://openalex.org/W1992205925","https://openalex.org/W2050118304","https://openalex.org/W2059828896","https://openalex.org/W2063984628","https://openalex.org/W2573894086","https://openalex.org/W2752885492","https://openalex.org/W3145128584","https://openalex.org/W4246219036"],"related_works":["https://openalex.org/W3025582806","https://openalex.org/W2597787948","https://openalex.org/W2954428433","https://openalex.org/W3196155444","https://openalex.org/W4366320140","https://openalex.org/W3208584567","https://openalex.org/W3136151706","https://openalex.org/W4320063314","https://openalex.org/W3047894882","https://openalex.org/W4252993414"],"abstract_inverted_index":{"Greedy":[0],"algorithms":[1],"are":[2,25],"one":[3],"of":[4,46,71,84],"the":[5],"most":[6],"common":[7],"algorithm":[8],"design":[9,16],"techniques.":[10],"Despite":[11],"their":[12,15,62,97],"apparent":[13],"simplicity,":[14],"is":[17],"a":[18,22,31,39,58,76,82],"demanding":[19],"task.":[20],"As":[21],"consequence,":[23],"they":[24],"usually":[26],"taught":[27],"and":[28,69],"learnt":[29],"in":[30,99],"passive":[32],"way.":[33],"In":[34],"this":[35,90],"paper,":[36],"we":[37,56,80],"make":[38],"new":[40],"proposal":[41],"aimed":[42],"at":[43],"active":[44,63],"learning":[45],"greedy":[47,73],"algorithms.":[48],"The":[49,92],"paper":[50],"contains":[51],"two":[52],"main":[53],"contributions.":[54],"First,":[55],"introduce":[57],"novel":[59],"approach":[60],"to":[61,88,114],"learning,":[64],"based":[65],"on":[66],"experimentation":[67],"with":[68],"evaluation":[70],"alternative":[72],"strategies":[74],"for":[75,96],"given":[77],"problem.":[78],"Second,":[79],"present":[81],"family":[83],"interactive":[85],"assistants":[86,93],"designed":[87],"support":[89],"approach.":[91],"were":[94],"evaluated":[95],"usability":[98],"real":[100],"lab":[101],"situations,":[102],"having":[103],"obtained":[104],"high":[105],"scores":[106],"from":[107],"students":[108],"as":[109,111],"well":[110],"useful":[112],"information":[113],"enhance":[115],"them.":[116]},"counts_by_year":[{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":5},{"year":2012,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}