{"id":"https://openalex.org/W3181303584","doi":"https://doi.org/10.1109/meco52532.2021.9460181","title":"How to Improve IT Specialists Training for Designing Cyber-Physical Systems","display_name":"How to Improve IT Specialists Training for Designing Cyber-Physical Systems","publication_year":2021,"publication_date":"2021-06-07","ids":{"openalex":"https://openalex.org/W3181303584","doi":"https://doi.org/10.1109/meco52532.2021.9460181","mag":"3181303584"},"language":"en","primary_location":{"id":"doi:10.1109/meco52532.2021.9460181","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meco52532.2021.9460181","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 10th Mediterranean Conference on Embedded Computing (MECO)","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/A5056159818","display_name":"Vasiliy Pinkevich","orcid":null},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Vasiliy Pinkevich","raw_affiliation_strings":["ITMO University,Faculty of Software Engineering and Computer Systems,Saint Petersburg,Russia","Faculty of Software Engineering and Computer Systems, ITMO University, Saint Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"ITMO University,Faculty of Software Engineering and Computer Systems,Saint Petersburg,Russia","institution_ids":["https://openalex.org/I173089394"]},{"raw_affiliation_string":"Faculty of Software Engineering and Computer Systems, ITMO University, Saint Petersburg, Russia","institution_ids":["https://openalex.org/I173089394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112273505","display_name":"Alexey Platunov","orcid":null},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Alexey Platunov","raw_affiliation_strings":["ITMO University,Faculty of Software Engineering and Computer Systems,Saint Petersburg,Russia","Faculty of Software Engineering and Computer Systems, ITMO University, Saint Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"ITMO University,Faculty of Software Engineering and Computer Systems,Saint Petersburg,Russia","institution_ids":["https://openalex.org/I173089394"]},{"raw_affiliation_string":"Faculty of Software Engineering and Computer Systems, ITMO University, Saint Petersburg, Russia","institution_ids":["https://openalex.org/I173089394"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049102080","display_name":"Arkady Kluchev","orcid":"https://orcid.org/0000-0002-3892-8424"},"institutions":[{"id":"https://openalex.org/I173089394","display_name":"ITMO University","ror":"https://ror.org/04txgxn49","country_code":"RU","type":"education","lineage":["https://openalex.org/I173089394"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Arkady Kluchev","raw_affiliation_strings":["ITMO University,Faculty of Software Engineering and Computer Systems,Saint Petersburg,Russia","Faculty of Software Engineering and Computer Systems, ITMO University, Saint Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"ITMO University,Faculty of Software Engineering and Computer Systems,Saint Petersburg,Russia","institution_ids":["https://openalex.org/I173089394"]},{"raw_affiliation_string":"Faculty of Software Engineering and Computer Systems, ITMO University, Saint Petersburg, Russia","institution_ids":["https://openalex.org/I173089394"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5056159818"],"corresponding_institution_ids":["https://openalex.org/I173089394"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09892711,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10904","display_name":"Embedded Systems Design Techniques","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T10904","display_name":"Embedded Systems Design Techniques","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T14470","display_name":"Advanced Data Processing Techniques","score":0.9787999987602234,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T12000","display_name":"Systems Engineering Methodologies and Applications","score":0.9501000046730042,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7991410493850708},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5754803419113159},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5470680594444275},{"id":"https://openalex.org/keywords/cyber-physical-system","display_name":"Cyber-physical system","score":0.5042475461959839},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4934445917606354},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.45912113785743713},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.45446932315826416},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.4495297372341156},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.44738155603408813},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.345575749874115},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.13115635514259338},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10011497139930725}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7991410493850708},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5754803419113159},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5470680594444275},{"id":"https://openalex.org/C179768478","wikidata":"https://www.wikidata.org/wiki/Q1120057","display_name":"Cyber-physical system","level":2,"score":0.5042475461959839},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4934445917606354},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.45912113785743713},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.45446932315826416},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.4495297372341156},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.44738155603408813},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.345575749874115},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.13115635514259338},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10011497139930725},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/meco52532.2021.9460181","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meco52532.2021.9460181","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 10th Mediterranean Conference on Embedded Computing (MECO)","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":10,"referenced_works":["https://openalex.org/W1533959313","https://openalex.org/W1994901326","https://openalex.org/W2169180789","https://openalex.org/W2294550284","https://openalex.org/W2760375378","https://openalex.org/W2772042873","https://openalex.org/W3039712071","https://openalex.org/W3186215318","https://openalex.org/W4231609449","https://openalex.org/W6799745742"],"related_works":["https://openalex.org/W3004173571","https://openalex.org/W2546638913","https://openalex.org/W2209816623","https://openalex.org/W2968885840","https://openalex.org/W2008822734","https://openalex.org/W3135700974","https://openalex.org/W4313307484","https://openalex.org/W2086962923","https://openalex.org/W3094048663","https://openalex.org/W4319436466"],"abstract_inverted_index":{"Many":[0],"universities":[1],"today":[2],"offer":[3],"special":[4],"courses":[5],"or":[6],"entire":[7],"master":[8],"programs":[9],"for":[10],"cyber-physical":[11],"systems":[12],"(CPS)":[13],"developers":[14],"training.":[15,158],"A":[16],"multi-aspect":[17],"design":[18,115],"route":[19],"of":[20,79,83,99,104,114,119,131,134,161,174],"the":[21,27,40,43,65,71,77,100,112,117,129,142,170,179],"CPS":[22,61],"creation":[23],"is":[24,49],"considered":[25],"as":[26,107,167,169],"methodological":[28],"vector,":[29],"which":[30,177],"should":[31,152],"provide":[32],"a":[33,84,89,96,108,135],"parallel,":[34],"balanced,":[35],"and":[36,51,60,91,95,116,138,147,165],"integrated":[37],"movement":[38],"from":[39],"task":[41],"to":[42,110],"product.":[44],"The":[45,159],"most":[46],"important":[47],"part":[48],"knowledge":[50],"skills":[52],"in":[53,68],"computing,":[54],"aimed":[55],"at":[56],"designing":[57],"computing":[58,69,85,136],"platforms":[59],"application":[62],"software.":[63],"However,":[64],"ongoing":[66],"segmentation":[67],"reduces":[70],"interdisciplinary":[72],"interaction":[73,120],"effectiveness.":[74],"We":[75],"consider":[76],"development":[78,130],"an":[80],"integral":[81],"perception":[82],"system":[86,137],"based":[87],"on":[88],"multi-level":[90],"multi-domain":[92],"representation":[93,146],"model":[94],"deep":[97],"understanding":[98],"fundamental":[101],"universal":[102],"mechanisms":[103],"its":[105,139],"functioning":[106],"way":[109],"improve":[111],"quality":[113],"efficiency":[118],"between":[121,144],"computer":[122],"specialists.":[123],"This":[124],"can":[125],"be":[126,153],"achieved":[127],"by":[128],"microarchitectural":[132],"descriptions":[133],"components,":[140],"filling":[141],"gap":[143],"architectural":[145],"implementation-level":[148],"documents.":[149],"These":[150],"principles":[151],"implemented":[154],"even":[155],"during":[156],"specialists":[157],"means":[160],"creating":[162],"such":[163],"models":[164],"descriptions,":[166],"well":[168],"educational":[171],"laboratory":[172],"complex":[173],"distance":[175],"learning,":[176],"supports":[178],"proposed":[180],"approach,":[181],"are":[182],"demonstrated.":[183]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}