{"id":"https://openalex.org/W4401890179","doi":"https://doi.org/10.3390/s24175484","title":"Data-Driven Strain Sensor Design Based on a Knowledge Graph Framework","display_name":"Data-Driven Strain Sensor Design Based on a Knowledge Graph Framework","publication_year":2024,"publication_date":"2024-08-24","ids":{"openalex":"https://openalex.org/W4401890179","doi":"https://doi.org/10.3390/s24175484","pmid":"https://pubmed.ncbi.nlm.nih.gov/39275395"},"language":"en","primary_location":{"id":"doi:10.3390/s24175484","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24175484","pdf_url":"https://www.mdpi.com/1424-8220/24/17/5484/pdf?version=1724484087","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/24/17/5484/pdf?version=1724484087","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047394022","display_name":"Junmin Ke","orcid":"https://orcid.org/0000-0003-0072-8109"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junmin Ke","raw_affiliation_strings":["Key Laboratory of Trans-Scale Laser Manufacturing, Beijing University of Technology, Ministry of Education, Beijing 100124, China","School of Physics and Optoelectronic Engineering, Beijing University of Technology, Beijing 100124, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Trans-Scale Laser Manufacturing, Beijing University of Technology, Ministry of Education, Beijing 100124, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"School of Physics and Optoelectronic Engineering, Beijing University of Technology, Beijing 100124, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067009892","display_name":"Furong Liu","orcid":"https://orcid.org/0000-0001-8745-2883"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Furong Liu","raw_affiliation_strings":["Key Laboratory of Trans-Scale Laser Manufacturing, Beijing University of Technology, Ministry of Education, Beijing 100124, China","School of Physics and Optoelectronic Engineering, Beijing University of Technology, Beijing 100124, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Trans-Scale Laser Manufacturing, Beijing University of Technology, Ministry of Education, Beijing 100124, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"School of Physics and Optoelectronic Engineering, Beijing University of Technology, Beijing 100124, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062325629","display_name":"Guofeng Xu","orcid":"https://orcid.org/0000-0002-7689-7868"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guofeng Xu","raw_affiliation_strings":["Key Laboratory of Trans-Scale Laser Manufacturing, Beijing University of Technology, Ministry of Education, Beijing 100124, China","School of Physics and Optoelectronic Engineering, Beijing University of Technology, Beijing 100124, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Trans-Scale Laser Manufacturing, Beijing University of Technology, Ministry of Education, Beijing 100124, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"School of Physics and Optoelectronic Engineering, Beijing University of Technology, Beijing 100124, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002740491","display_name":"Ming Liu","orcid":"https://orcid.org/0000-0001-9987-9729"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Liu","raw_affiliation_strings":["Key Laboratory of Trans-Scale Laser Manufacturing, Beijing University of Technology, Ministry of Education, Beijing 100124, China","School of Physics and Optoelectronic Engineering, Beijing University of Technology, Beijing 100124, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Trans-Scale Laser Manufacturing, Beijing University of Technology, Ministry of Education, Beijing 100124, China","institution_ids":["https://openalex.org/I37796252"]},{"raw_affiliation_string":"School of Physics and Optoelectronic Engineering, Beijing University of Technology, Beijing 100124, China","institution_ids":["https://openalex.org/I37796252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5067009892"],"corresponding_institution_ids":["https://openalex.org/I37796252"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.3755,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.56262133,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"24","issue":"17","first_page":"5484","last_page":"5484"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10338","display_name":"Advanced Sensor and Energy Harvesting Materials","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10338","display_name":"Advanced Sensor and Energy Harvesting Materials","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10409","display_name":"Fuel Cells and Related Materials","score":0.9865000247955322,"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/T11948","display_name":"Machine Learning in Materials Science","score":0.9672999978065491,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials 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":0.7088689804077148},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.6561061143875122},{"id":"https://openalex.org/keywords/decipher","display_name":"DECIPHER","score":0.596579372882843},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5632541179656982},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.5622673034667969},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43290698528289795},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.43019458651542664},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3780513405799866},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.24736085534095764},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.14344748854637146}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7088689804077148},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.6561061143875122},{"id":"https://openalex.org/C164614171","wikidata":"https://www.wikidata.org/wiki/Q5204775","display_name":"DECIPHER","level":2,"score":0.596579372882843},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5632541179656982},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5622673034667969},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43290698528289795},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.43019458651542664},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3780513405799866},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.24736085534095764},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.14344748854637146},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s24175484","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24175484","pdf_url":"https://www.mdpi.com/1424-8220/24/17/5484/pdf?version=1724484087","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:39275395","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39275395","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11398124","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11398124","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11398124/pdf/sensors-24-05484.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:ed46521c996147a18b19ccd1b7e29d5a","is_oa":true,"landing_page_url":"https://doaj.org/article/ed46521c996147a18b19ccd1b7e29d5a","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":"Sensors, Vol 24, Iss 17, p 5484 (2024)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/24/17/5484/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s24175484","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s24175484","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24175484","pdf_url":"https://www.mdpi.com/1424-8220/24/17/5484/pdf?version=1724484087","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401890179.pdf","grobid_xml":"https://content.openalex.org/works/W4401890179.grobid-xml"},"referenced_works_count":65,"referenced_works":["https://openalex.org/W2127243703","https://openalex.org/W2127795553","https://openalex.org/W2326582086","https://openalex.org/W2736770183","https://openalex.org/W2769740293","https://openalex.org/W2772398882","https://openalex.org/W2805403796","https://openalex.org/W2891180620","https://openalex.org/W2943941702","https://openalex.org/W2949972983","https://openalex.org/W2962756421","https://openalex.org/W2964598906","https://openalex.org/W2981871735","https://openalex.org/W2988225234","https://openalex.org/W2996670174","https://openalex.org/W3008400653","https://openalex.org/W3010666338","https://openalex.org/W3040898750","https://openalex.org/W3043667050","https://openalex.org/W3082781355","https://openalex.org/W3084824440","https://openalex.org/W3087690801","https://openalex.org/W3091174373","https://openalex.org/W3100099396","https://openalex.org/W3156378390","https://openalex.org/W3157274741","https://openalex.org/W3167224955","https://openalex.org/W3170728765","https://openalex.org/W3173633859","https://openalex.org/W3188581537","https://openalex.org/W3189899214","https://openalex.org/W3195836518","https://openalex.org/W3196934120","https://openalex.org/W3200595976","https://openalex.org/W3208138450","https://openalex.org/W3208590211","https://openalex.org/W3214645918","https://openalex.org/W3214835933","https://openalex.org/W4200017443","https://openalex.org/W4200556572","https://openalex.org/W4206056813","https://openalex.org/W4206068342","https://openalex.org/W4206347423","https://openalex.org/W4210412723","https://openalex.org/W4210908297","https://openalex.org/W4221028180","https://openalex.org/W4221131784","https://openalex.org/W4224276724","https://openalex.org/W4286001712","https://openalex.org/W4297461776","https://openalex.org/W4316814840","https://openalex.org/W4364323334","https://openalex.org/W4387662636","https://openalex.org/W4387951622","https://openalex.org/W4392023178","https://openalex.org/W4392044461","https://openalex.org/W4399892756","https://openalex.org/W4399896005","https://openalex.org/W4400224728","https://openalex.org/W4400405887","https://openalex.org/W4400496315","https://openalex.org/W4400941035","https://openalex.org/W4400950976","https://openalex.org/W6804849642","https://openalex.org/W6870694201"],"related_works":["https://openalex.org/W2115350162","https://openalex.org/W2330145053","https://openalex.org/W4249875204","https://openalex.org/W4242620632","https://openalex.org/W3205440178","https://openalex.org/W4256069380","https://openalex.org/W2416520078","https://openalex.org/W2113606293","https://openalex.org/W2409656713","https://openalex.org/W4379618494"],"abstract_inverted_index":{"Wearable":[0],"flexible":[1],"strain":[2,14,87,96],"sensors":[3,15],"require":[4],"different":[5],"performance":[6,107],"depending":[7],"on":[8,18,82],"the":[9,69,83,112,122,125,138],"application":[10],"scenario.":[11],"However,":[12],"developing":[13],"based":[16],"solely":[17],"experiments":[19],"is":[20,115],"time-consuming":[21],"and":[22,36,44,58,91,99,120],"often":[23],"produces":[24],"suboptimal":[25],"results.":[26],"This":[27,104],"study":[28],"utilized":[29],"sensor":[30,88,106,133,140],"knowledge":[31,34,42,130],"to":[32,51,74,79,117],"reduce":[33],"redundancy":[35],"explore":[37],"designs.":[38,61],"A":[39],"framework":[40],"combining":[41],"graphs":[43],"graph":[45],"representational":[46],"learning":[47,65],"methods":[48],"was":[49,89],"proposed":[50,84],"identify":[52],"targeted":[53],"performance,":[54],"decipher":[55],"hidden":[56],"information,":[57],"discover":[59],"new":[60],"Unlike":[62],"process-parameter-based":[63],"machine":[64],"methods,":[66],"it":[67],"used":[68],"relationship":[70],"as":[71],"semantic":[72],"features":[73],"improve":[75],"prediction":[76],"precision":[77],"(up":[78],"0.81).":[80],"Based":[81],"framework,":[85],"a":[86,94],"designed":[90],"tested,":[92],"demonstrating":[93],"wide":[95],"range":[97],"(300%)":[98],"closely":[100],"matching":[101],"predicted":[102,105],"performance.":[103],"outperforms":[108],"similar":[109],"materials.":[110],"Overall,":[111],"present":[113],"work":[114],"favorable":[116],"design":[118,141],"constraints":[119],"paves":[121],"way":[123],"for":[124,132],"long-awaited":[126],"implementation":[127],"of":[128],"text-mining-based":[129],"management":[131],"systems,":[134],"which":[135],"will":[136],"facilitate":[137],"intelligent":[139],"process.":[142]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
