{"id":"https://openalex.org/W4416004122","doi":"https://doi.org/10.1145/3731599.3767384","title":"From Soil to Software: Experience from a STEM Workshop on Smart Plant Care and Teachable Machines","display_name":"From Soil to Software: Experience from a STEM Workshop on Smart Plant Care and Teachable Machines","publication_year":2025,"publication_date":"2025-11-07","ids":{"openalex":"https://openalex.org/W4416004122","doi":"https://doi.org/10.1145/3731599.3767384"},"language":null,"primary_location":{"id":"doi:10.1145/3731599.3767384","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3731599.3767384","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the SC '25 Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis","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/A5120297557","display_name":"Anita Esmaeilian","orcid":"https://orcid.org/0009-0001-9059-7773"},"institutions":[{"id":"https://openalex.org/I90871651","display_name":"University of Toledo","ror":"https://ror.org/01pbdzh19","country_code":"US","type":"education","lineage":["https://openalex.org/I90871651"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anita Esmaeilian","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Toledo, Toledo, Ohio, USA"],"raw_orcid":"https://orcid.org/0009-0001-9059-7773","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Toledo, Toledo, Ohio, USA","institution_ids":["https://openalex.org/I90871651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021994144","display_name":"Kishwar Ahmed","orcid":"https://orcid.org/0000-0001-6295-3569"},"institutions":[{"id":"https://openalex.org/I90871651","display_name":"University of Toledo","ror":"https://ror.org/01pbdzh19","country_code":"US","type":"education","lineage":["https://openalex.org/I90871651"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kishwar Ahmed","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, University of Toledo, Toledo, Ohio, USA"],"raw_orcid":"https://orcid.org/0000-0001-6295-3569","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, University of Toledo, Toledo, Ohio, USA","institution_ids":["https://openalex.org/I90871651"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.43114266,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"424","last_page":"432"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11370","display_name":"Mobile Learning in Education","score":0.05009999871253967,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11370","display_name":"Mobile Learning in Education","score":0.05009999871253967,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13420","display_name":"Arduino and IoT Applications","score":0.04910000041127205,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"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/T10533","display_name":"Teaching and Learning Programming","score":0.03440000116825104,"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/visualization","display_name":"Visualization","score":0.5353000164031982},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4609000086784363},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.38760000467300415},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.3788999915122986},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.3427000045776367},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.32760000228881836}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5353000164031982},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4609000086784363},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.4510999917984009},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44909998774528503},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.39480000734329224},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3894999921321869},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.38760000467300415},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.3788999915122986},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3472000062465668},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.34299999475479126},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.3427000045776367},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3345000147819519},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.32760000228881836},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.32100000977516174},{"id":"https://openalex.org/C3019659195","wikidata":"https://www.wikidata.org/wiki/Q5690566","display_name":"Meaningful use","level":3,"score":0.29260000586509705},{"id":"https://openalex.org/C25344961","wikidata":"https://www.wikidata.org/wiki/Q192726","display_name":"Virtual machine","level":2,"score":0.28940001130104065},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2793000042438507},{"id":"https://openalex.org/C152223200","wikidata":"https://www.wikidata.org/wiki/Q3055471","display_name":"Smart environment","level":3,"score":0.25600001215934753},{"id":"https://openalex.org/C128582244","wikidata":"https://www.wikidata.org/wiki/Q939007","display_name":"Physical computing","level":2,"score":0.25440001487731934}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3731599.3767384","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3731599.3767384","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the SC '25 Workshops of the International Conference for High Performance Computing, Networking, Storage and Analysis","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2903504141","https://openalex.org/W2965058023","https://openalex.org/W2998553081","https://openalex.org/W3029022390","https://openalex.org/W3086049162","https://openalex.org/W3092470888","https://openalex.org/W3135354507","https://openalex.org/W3138930548","https://openalex.org/W3157682111","https://openalex.org/W4293233834","https://openalex.org/W4323849268","https://openalex.org/W4366393300","https://openalex.org/W4386999679","https://openalex.org/W4393972637","https://openalex.org/W4401406460","https://openalex.org/W4403826845","https://openalex.org/W4406774861"],"related_works":[],"abstract_inverted_index":{"In":[0],"this":[1,24],"paper,":[2],"we":[3,22,124],"present":[4],"our":[5],"work":[6],"on":[7],"developing":[8],"a":[9,27,71,86],"sensor-based":[10],"device":[11,112],"capable":[12],"of":[13,42,109],"large-scale":[14],"environmental":[15],"data":[16,58,139],"collection.":[17],"We":[18,103],"also":[19,92],"outline":[20,125],"how":[21],"integrated":[23],"technology":[25],"into":[26],"STEM":[28],"education":[29],"workshop":[30,48],"for":[31],"high":[32],"school":[33],"students.":[34],"Conducted":[35],"over":[36],"three":[37],"consecutive":[38],"days":[39],"as":[40,134],"part":[41],"the":[43,47,106,110],"Toledo":[44],"EXCEL":[45],"program,":[46],"aimed":[49],"to":[50,53,84,127],"introduce":[51],"students":[52,118],"foundational":[54],"computing":[55,121,136],"concepts,":[56],"including":[57],"acquisition,":[59],"machine":[60,95],"learning,":[61],"and":[62,113,137],"artificial":[63],"intelligence":[64],"through":[65],"accessible,":[66],"hands-on":[67],"activities.":[68],"Participants":[69],"used":[70],"custom-built":[72],"IoT":[73],"sensor":[74,111],"system":[75],"in":[76,116],"conjunction":[77],"with":[78,119,131],"visual":[79],"programming":[80],"tools":[81],"like":[82],"MakeCode":[83],"create":[85],"smart":[87],"plant":[88],"care":[89],"assistant.":[90],"They":[91],"explored":[93],"basic":[94],"learning":[96],"by":[97],"training":[98],"classifiers":[99],"using":[100],"Teachable":[101],"Machine.":[102],"describe":[104],"both":[105],"technical":[107],"development":[108],"its":[114],"role":[115],"engaging":[117],"real-world":[120],"applications.":[122],"Finally,":[123],"plans":[126],"enhance":[128],"future":[129],"workshops":[130],"topics":[132],"such":[133],"parallel":[135],"real-time":[138],"visualization":[140],"dashboards.":[141]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-11-07T00:00:00"}