{"id":"https://openalex.org/W4417013144","doi":"https://doi.org/10.1007/s43926-025-00245-y","title":"Design and implementation of robot assisted chemistry online Q&A and interactive system supported by Chaoxing platform","display_name":"Design and implementation of robot assisted chemistry online Q&A and interactive system supported by Chaoxing platform","publication_year":2025,"publication_date":"2025-12-05","ids":{"openalex":"https://openalex.org/W4417013144","doi":"https://doi.org/10.1007/s43926-025-00245-y"},"language":"en","primary_location":{"id":"doi:10.1007/s43926-025-00245-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s43926-025-00245-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s43926-025-00245-y.pdf","source":{"id":"https://openalex.org/S4210230675","display_name":"Discover Internet of Things","issn_l":"2730-7239","issn":["2730-7239"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Internet of Things","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s43926-025-00245-y.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Linghua Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I61057504","display_name":"Fujian Agriculture and Forestry University","ror":"https://ror.org/04kx2sy84","country_code":"CN","type":"education","lineage":["https://openalex.org/I61057504"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Linghua Chen","raw_affiliation_strings":["Department of Agriculture and Food Science, Jinshan College of Fujian Agriculture and Forestry University, Fuzhou, 350002, China"],"affiliations":[{"raw_affiliation_string":"Department of Agriculture and Food Science, Jinshan College of Fujian Agriculture and Forestry University, Fuzhou, 350002, China","institution_ids":["https://openalex.org/I61057504"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I61057504"],"apc_list":{"value":990,"currency":"EUR","value_usd":1067},"apc_paid":{"value":990,"currency":"EUR","value_usd":1067},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1992027,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"5","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.29019999504089355,"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"}},"topics":[{"id":"https://openalex.org/T12128","display_name":"AI in Service Interactions","score":0.29019999504089355,"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/T13274","display_name":"Expert finding and Q&A systems","score":0.19429999589920044,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.07240000367164612,"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/relevance","display_name":"Relevance (law)","score":0.61080002784729},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5530999898910522},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5257999897003174},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.5166000127792358},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.4828000068664551},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.4244000017642975},{"id":"https://openalex.org/keywords/ask-price","display_name":"Ask price","score":0.4081999957561493}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6315000057220459},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.61080002784729},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5530999898910522},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5257999897003174},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.5166000127792358},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.4828000068664551},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4717000126838684},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4641999900341034},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.4244000017642975},{"id":"https://openalex.org/C90329073","wikidata":"https://www.wikidata.org/wiki/Q914232","display_name":"Ask price","level":2,"score":0.4081999957561493},{"id":"https://openalex.org/C142039133","wikidata":"https://www.wikidata.org/wiki/Q3620943","display_name":"Personalized learning","level":5,"score":0.37950000166893005},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.376800000667572},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.33180001378059387},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.32170000672340393},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31279999017715454},{"id":"https://openalex.org/C34413123","wikidata":"https://www.wikidata.org/wiki/Q170978","display_name":"Robotics","level":3,"score":0.30219998955726624},{"id":"https://openalex.org/C78244369","wikidata":"https://www.wikidata.org/wiki/Q104840706","display_name":"Added value","level":2,"score":0.27889999747276306},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2770000100135803},{"id":"https://openalex.org/C32220436","wikidata":"https://www.wikidata.org/wiki/Q2072214","display_name":"Personalized medicine","level":2,"score":0.26269999146461487}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s43926-025-00245-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s43926-025-00245-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s43926-025-00245-y.pdf","source":{"id":"https://openalex.org/S4210230675","display_name":"Discover Internet of Things","issn_l":"2730-7239","issn":["2730-7239"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Internet of Things","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:5410a959ab5f47509b43ff644fc216af","is_oa":true,"landing_page_url":"https://doaj.org/article/5410a959ab5f47509b43ff644fc216af","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Discover Internet of Things, Vol 5, Iss 1, Pp 1-26 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s43926-025-00245-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s43926-025-00245-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s43926-025-00245-y.pdf","source":{"id":"https://openalex.org/S4210230675","display_name":"Discover Internet of Things","issn_l":"2730-7239","issn":["2730-7239"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Discover Internet of Things","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4417013144.pdf","grobid_xml":"https://content.openalex.org/works/W4417013144.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W3155597405","https://openalex.org/W3191870014","https://openalex.org/W3193910703","https://openalex.org/W3195756861","https://openalex.org/W3201161753","https://openalex.org/W3206389366","https://openalex.org/W3215816381","https://openalex.org/W4220926403","https://openalex.org/W4296120369","https://openalex.org/W4296127882","https://openalex.org/W4313389124","https://openalex.org/W4366679790","https://openalex.org/W4383270798","https://openalex.org/W4383617472","https://openalex.org/W4386225981","https://openalex.org/W4391786730","https://openalex.org/W4399091665","https://openalex.org/W4399268013","https://openalex.org/W4399621025","https://openalex.org/W4402558812","https://openalex.org/W4402868117","https://openalex.org/W4405717885","https://openalex.org/W4407066586","https://openalex.org/W4408896256","https://openalex.org/W4409101208","https://openalex.org/W4409149805","https://openalex.org/W4409911531","https://openalex.org/W4410905627","https://openalex.org/W4411122627","https://openalex.org/W4412489874","https://openalex.org/W4412939966","https://openalex.org/W4413243061"],"related_works":[],"abstract_inverted_index":{"As":[0],"artificial":[1,265],"intelligence":[2,239,266],"technology":[3],"is":[4,302],"increasingly":[5],"applied":[6],"in":[7,17,28,145,156,223,254,298],"the":[8,55,146,170,177,211,226,236,246,281],"field":[9],"of":[10,130,169,188,194,205,229,240,283],"education,":[11],"issues":[12],"such":[13,109],"as":[14,110,123,125],"low":[15],"efficiency":[16,118],"answering":[18,230],"questions,":[19],"insufficient":[20],"personalized":[21,63],"support,":[22],"and":[23,46,52,65,72,83,90,113,121,148,158,161,199,220,234,238,293],"weak":[24],"interactive":[25,278],"feedback":[26],"mechanisms":[27,108],"traditional":[29],"middle":[30,143,268],"school":[31,269],"chemistry":[32,153,270],"teaching":[33,255],"urgently":[34],"need":[35],"to":[36,85,217],"be":[37],"addressed.":[38],"This":[39,272],"paper":[40],"describes":[41],"a":[42,70,165,182,200,259],"robot-assisted":[43],"online":[44,276],"Q&A":[45,277,300],"interaction":[47],"system":[48,59,159,212,247,279,287],"for":[49,232,263],"chemistry,":[50],"designed":[51],"implemented":[53],"on":[54,99],"Chaoxing":[56,284],"platform.":[57,285],"The":[58,172,242,286],"integrates":[60],"intelligent":[61],"Q&A,":[62],"recommendations,":[64],"human-computer":[66],"interaction.":[67],"It":[68],"uses":[69],"front-end":[71],"back-end":[73],"separation":[74],"architecture,":[75],"incorporating":[76],"natural":[77],"language":[78],"processing":[79],"models":[80],"like":[81],"BERT":[82],"T5":[84],"accurately":[86],"understand":[87],"student":[88,132],"questions":[89,219,231],"generate":[91],"responses.":[92],"Personalized":[93],"recommendation":[94,201],"strategies":[95],"are":[96],"built":[97],"based":[98],"user":[100],"behavior":[101],"data,":[102],"dynamically":[103],"adjusting":[104],"learning":[105,294],"paths.":[106],"Interactive":[107],"comments,":[111],"likes,":[112],"peer":[114],"collaboration":[115],"enhance":[116],"communication":[117],"between":[119],"teachers":[120,154],"students,":[122],"well":[124],"among":[126],"students.":[127],"A":[128],"total":[129],"488":[131],"questionnaires":[133],"were":[134],"distributed,":[135],"with":[136,181,280],"453":[137],"valid":[138],"responses":[139],"collected":[140],"from":[141],"8":[142],"schools":[144],"eastern":[147],"central":[149],"regions.":[150],"Additionally,":[151],"9":[152],"participated":[155],"interviews":[157],"trials,":[160],"50":[162],"students":[163],"underwent":[164],"one-week":[166],"functional":[167],"test":[168,173],"system.":[171],"results":[174,208],"showed":[175],"that":[176,210,245],"platform":[178],"operated":[179],"stably,":[180],"core":[183],"module":[184,202],"function":[185],"pass":[186],"rate":[187,204],"94.3%,":[189],"an":[190,275],"average":[191],"response":[192],"time":[193],"less":[195],"than":[196],"2":[197],"s,":[198],"click-through":[203],"71.6%.":[206],"Empirical":[207],"indicate":[209],"significantly":[213],"increased":[214],"students\u2019":[215,290],"initiative":[216,292],"ask":[218],"their":[221],"participation":[222],"learning,":[224],"reduced":[225,303],"repetitive":[227,299],"burden":[228],"teachers,":[233],"enhanced":[235],"relevance":[237],"teaching.":[241,271],"study":[243],"demonstrates":[244],"not":[248],"only":[249],"has":[250],"significant":[251],"auxiliary":[252],"value":[253],"but":[256],"also":[257],"provides":[258],"replicable":[260],"practical":[261],"path":[262],"integrating":[264],"into":[267],"article":[273],"proposes":[274],"support":[282],"greatly":[288],"improves":[289],"question-asking":[291],"engagement.":[295],"Teachers\u2019":[296],"workload":[297],"tasks":[301],"through":[304],"AI-assisted":[305],"support.":[306]},"counts_by_year":[],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-12-05T00:00:00"}