Algorithm-Aided Design with Python: Analysis of Technological Competence of Subjects

Difficulties in learning computer programming for novices is a subject of abundant scientific literature. These difficulties seem to be accentuated in students whose academic choice is not computation, like architecture students. However, they need to study programming, since it is part of the new a...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Education sciences Jg. 8; H. 4; S. 200 - 211
Hauptverfasser: Pontes, Thiago Bessa, Miranda, Guilhermina Lobato, Celani, Gabriela Caffarena
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Basel MDPI AG 01.12.2018
Schlagworte:
ISSN:2227-7102, 2227-7102
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Abstract Difficulties in learning computer programming for novices is a subject of abundant scientific literature. These difficulties seem to be accentuated in students whose academic choice is not computation, like architecture students. However, they need to study programming, since it is part of the new academic curricula. The results presented here are part of a PhD research, which investigates the achievement motivation and the acquisition and transfer of programming knowledge from an online environment designed on the basis of the 4C-ID instructional design model. These results are a sociodemographic analysis, and the technological competence of these subjects. We concluded that most of the students of our sample do not know how to auto assess their ICT expertise level, because they believed that they had sufficient computational knowledge for their needs. However, most of them told that they had difficulties creating codes. However, they recognized the importance of learning to program, thought it was valuable for architectural students, and felt motivated to acquire this new skill.
AbstractList Difficulties in learning computer programming for novices is a subject of abundant scientific literature. These difficulties seem to be accentuated in students whose academic choice is not computation, like architecture students. However, they need to study programming, since it is part of the new academic curricula. The results presented here are part of a PhD research, which investigates the achievement motivation and the acquisition and transfer of programming knowledge from an online environment designed on the basis of the 4C-ID instructional design model. These results are a sociodemographic analysis, and the technological competence of these subjects. We concluded that most of the students of our sample do not know how to auto assess their ICT expertise level, because they believed that they had sufficient computational knowledge for their needs. However, most of them told that they had difficulties creating codes. However, they recognized the importance of learning to program, thought it was valuable for architectural students, and felt motivated to acquire this new skill.
Audience Higher Education
Postsecondary Education
Author Pontes, Thiago Bessa
Celani, Gabriela Caffarena
Miranda, Guilhermina Lobato
Author_xml – sequence: 1
  givenname: Thiago Bessa
  orcidid: 0000-0001-7475-8971
  surname: Pontes
  fullname: Pontes, Thiago Bessa
– sequence: 2
  givenname: Guilhermina Lobato
  orcidid: 0000-0003-4423-4522
  surname: Miranda
  fullname: Miranda, Guilhermina Lobato
– sequence: 3
  givenname: Gabriela Caffarena
  surname: Celani
  fullname: Celani, Gabriela Caffarena
BackLink http://eric.ed.gov/ERICWebPortal/detail?accno=EJ1201384$$DView record in ERIC
BookMark eNp1UctKAzEUDVLBWrt1Jwy4nprHPDLuSq1aERSs65BmbtqU6aQmKdK_N21VVDCbhPPi5p5T1GltCwidEzxgrMJXUG-UV4bjDFOMj1CXUlqmJcG08-N9gvreL3E8FWGcVl00HTZz60xYrNKhqaFObsCbeZu8Ryh53oaFba-TYSubrTc-sTqZglq0trFzo2STjOxqDQFaBTvuZTNbggr-DB1r2Xjof9499Ho7no7u08enu8lo-JgqVuUhjTPIGjNdZjXnhaZK80LllPEsgwjIPUFKpllBCwkVLTUlTGvNZ1Gc56yHJofc2sqlWDuzkm4rrDRiD1g3F9IFoxoQivGipKSOvyZZqfIZ5hyTogasGSWExqyLQxY4o76zxg-E4riqLPKXB37t7NsGfBBLu3FxMV5Qhqs8lsCrqMoOKuWs9w60UCbIYGwbnDSNIFjs6hK_64q2wR_b1wD_GD4AscqXdQ
CitedBy_id crossref_primary_10_1007_s13132_024_02498_4
crossref_primary_10_32517_0234_0453_2022_37_4_46_53
crossref_primary_10_1007_s11528_020_00539_8
Cites_doi 10.1017/CBO9780511811678
10.1145/3077618
10.1068/b020127
10.5151/sigradi2017-033
10.1007/BF02504506
10.1207/S15326985EP3801_2
10.4237/gtp.v3i2.73
10.1037/11144-000
10.1145/572139.572181
10.1023/B:TRUC.0000021808.72598.4d
10.5151/sigradi2017-083
10.1145/234867.234872
10.1017/CBO9780511816819.006
10.1109/TSE.1984.5010283
10.5151/9788580392159
10.1080/87565640701360924
10.1111/bjet.12496
ContentType Journal Article
Copyright 2018. This work is licensed under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Copyright_xml – notice: 2018. This work is licensed under https://creativecommons.org/licenses/by/4.0/ (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
DBID AAYXX
CITATION
0-V
3V.
4U-
7XB
88B
8FK
ABUWG
AFKRA
ALSLI
AZQEC
BENPR
CCPQU
CJNVE
DWQXO
GNUQQ
M0P
PHGZM
PHGZT
PIMPY
PKEHL
PQEDU
PQEST
PQQKQ
PQUKI
PRINS
Q9U
ERI
GA5
DOA
DOI 10.3390/educsci8040200
DatabaseName CrossRef
ProQuest Social Sciences Premium Collection
ProQuest Central (Corporate)
University Readers
ProQuest Central (purchase pre-March 2016)
Education Database (Alumni Edition)
ProQuest Central (Alumni) (purchase pre-March 2016)
ProQuest Central (Alumni)
ProQuest Central UK/Ireland
Social Science Premium Collection
ProQuest Central Essentials
ProQuest Central
ProQuest One Community College
Education Collection
ProQuest Central
ProQuest Central Student
Education Database
ProQuest Central Premium
ProQuest One Academic
Publicly Available Content Database
ProQuest One Academic Middle East (New)
One Education
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Academic (retired)
ProQuest One Academic UKI Edition
ProQuest Central China
ProQuest Central Basic
ERIC
ERIC - Full Text Only (Discovery)
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
Publicly Available Content Database
ProQuest One Education
Social Science Premium Collection
University Readers
Education Collection
ProQuest Central Student
ProQuest One Academic Middle East (New)
ProQuest Central Basic
ProQuest Education Journals
ProQuest Central Essentials
ProQuest One Academic Eastern Edition
ProQuest Central (Alumni Edition)
ProQuest One Community College
ProQuest Central China
ProQuest Central
ProQuest Social Sciences Premium Collection
ProQuest One Academic UKI Edition
ProQuest Central Korea
ProQuest Central (New)
ProQuest One Academic
ProQuest Education Journals (Alumni Edition)
ProQuest One Academic (New)
ProQuest Central (Alumni)
ERIC
DatabaseTitleList Publicly Available Content Database
CrossRef

ERIC
Database_xml – sequence: 1
  dbid: DOA
  name: Open Access: DOAJ - Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: PIMPY
  name: Publicly Available Content Database
  url: http://search.proquest.com/publiccontent
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Education
Architecture
EISSN 2227-7102
ERIC EJ1201384
ExternalDocumentID oai_doaj_org_article_c386721d382147c5b088016de0f32112
EJ1201384
10_3390_educsci8040200
GeographicLocations Brazil
New York
United States--US
Portugal
GeographicLocations_xml – name: New York
– name: Portugal
– name: United States--US
– name: Brazil
GroupedDBID -W8
0-V
5VS
AADQD
AAHSB
AAYXX
ABOPQ
ABUWG
ADBBV
AFFHD
AFKRA
AFZYC
ALMA_UNASSIGNED_HOLDINGS
ALSLI
ARALO
AZQEC
BCNDV
BENPR
BPHCQ
CCPQU
CITATION
CJNVE
DWQXO
GNUQQ
GROUPED_DOAJ
IAO
IPNFZ
KQ8
M0P
MODMG
OK1
PHGZM
PHGZT
PIMPY
PQEDU
PQQKQ
PROAC
RDL
RIG
3V.
4U-
7XB
8FK
PKEHL
PQEST
PQUKI
PRINS
PUEGO
Q9U
ERI
GA5
IER
ITC
ID FETCH-LOGICAL-c395t-913ad03f74d886f2cf86c523844e886af74d8173f3626ae927f213fff8bf2c553
IEDL.DBID DOA
ISICitedReferencesCount 2
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000455066500049&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 2227-7102
IngestDate Tue Oct 14 19:08:01 EDT 2025
Tue Dec 02 16:33:42 EST 2025
Sun Sep 07 03:34:32 EDT 2025
Sat Nov 29 07:21:32 EST 2025
Tue Nov 18 21:30:47 EST 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 4
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c395t-913ad03f74d886f2cf86c523844e886af74d8173f3626ae927f213fff8bf2c553
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ORCID 0000-0003-4423-4522
0000-0001-7475-8971
OpenAccessLink https://doaj.org/article/c386721d382147c5b088016de0f32112
PQID 2309539089
PQPubID 2032405
PageCount 12
ParticipantIDs doaj_primary_oai_doaj_org_article_c386721d382147c5b088016de0f32112
eric_primary_EJ1201384
proquest_journals_2309539089
crossref_citationtrail_10_3390_educsci8040200
crossref_primary_10_3390_educsci8040200
PublicationCentury 2000
PublicationDate 2018-12-01
PublicationDateYYYYMMDD 2018-12-01
PublicationDate_xml – month: 12
  year: 2018
  text: 2018-12-01
  day: 01
PublicationDecade 2010
PublicationPlace Basel
PublicationPlace_xml – name: Basel
PublicationTitle Education sciences
PublicationYear 2018
Publisher MDPI AG
Publisher_xml – name: MDPI AG
References Kirschner (ref_31) 2003; 38
Winslow (ref_13) 1996; 28
Melo (ref_32) 2015; 14
McCracken (ref_7) 2001; 33
ref_14
ref_36
ref_35
ref_33
ref_10
Reiser (ref_30) 2001; 49
Boulay (ref_12) 1989; 2
Celani (ref_27) 2012; 10
ref_19
ref_17
ref_39
ref_16
ref_38
Soloway (ref_11) 1984; SE-10
ref_15
ref_37
Geary (ref_29) 2007; 32
Fonseca (ref_18) 2013; 11
ref_25
ref_23
ref_22
ref_21
ref_20
ref_1
ref_3
ref_2
ref_28
ref_26
ref_9
ref_8
Sweller (ref_34) 2004; 32
Mitchell (ref_24) 1975; 2
ref_5
ref_4
ref_6
References_xml – ident: ref_28
– ident: ref_35
  doi: 10.1017/CBO9780511811678
– ident: ref_3
  doi: 10.1145/3077618
– ident: ref_9
– volume: 2
  start-page: 127
  year: 1975
  ident: ref_24
  article-title: The theoretical foundation of computer-aided architectural design
  publication-title: Environ. Plan. B Plan. Des.
  doi: 10.1068/b020127
– ident: ref_26
  doi: 10.5151/sigradi2017-033
– volume: 49
  start-page: 53
  year: 2001
  ident: ref_30
  article-title: A history of instructional design and technology: Part I: A history of instructional media
  publication-title: Educ. Technol. Res. Dev.
  doi: 10.1007/BF02504506
– volume: 38
  start-page: 5
  year: 2003
  ident: ref_31
  article-title: Taking the load off a learner’s mind: Instructional design for complex learning
  publication-title: Educ. Psychol.
  doi: 10.1207/S15326985EP3801_2
– ident: ref_15
  doi: 10.4237/gtp.v3i2.73
– ident: ref_39
– volume: 11
  start-page: 1
  year: 2013
  ident: ref_18
  article-title: Relación entre calidad percibida y afinidad emocional de imágenes arquitectónicas en función del dispositivo de visualización: Recomendaciones para su uso docente
  publication-title: RISTI—Revista Ibérica de Sistemas e Tecnologias de Informação
– ident: ref_33
  doi: 10.1037/11144-000
– ident: ref_37
– ident: ref_14
– ident: ref_1
– volume: 33
  start-page: 125
  year: 2001
  ident: ref_7
  article-title: A multi-national, multi-institutional study of assessment of programming skills of first-year CS students
  publication-title: SIGCSE Bull.
  doi: 10.1145/572139.572181
– ident: ref_23
– volume: 14
  start-page: 313
  year: 2015
  ident: ref_32
  article-title: Learning electrical circuits: The effects of the 4C-ID instructional approach in the acquisition and transfer of knowledge
  publication-title: J. Inf. Technol. Educ. Res.
– ident: ref_21
– volume: 10
  start-page: 121
  year: 2012
  ident: ref_27
  article-title: CAD Scripting and visual programming languages for implementing computational design concepts: A comparison from a pedagogical point of view
  publication-title: Int. J. Archit. Comput.
– ident: ref_6
– ident: ref_25
– ident: ref_4
– volume: 32
  start-page: 9
  year: 2004
  ident: ref_34
  article-title: Instructional design consequences of an analogy between evolution by natural selection and human cognitive architecture
  publication-title: Instr. Sci.
  doi: 10.1023/B:TRUC.0000021808.72598.4d
– ident: ref_16
  doi: 10.5151/sigradi2017-083
– ident: ref_2
– ident: ref_10
– volume: 28
  start-page: 17
  year: 1996
  ident: ref_13
  article-title: Programming pedagogy: A psychological overview
  publication-title: ACM SIGCSE Bull.
  doi: 10.1145/234867.234872
– ident: ref_8
  doi: 10.1017/CBO9780511816819.006
– volume: SE-10
  start-page: 595
  year: 1984
  ident: ref_11
  article-title: Empirical studies of programmer knowledge
  publication-title: IEEE Trans. Softw. Eng.
  doi: 10.1109/TSE.1984.5010283
– volume: 2
  start-page: 283
  year: 1989
  ident: ref_12
  article-title: Some difficulties of learning to program
  publication-title: J. Educ. Comput. Res.
– ident: ref_19
  doi: 10.5151/9788580392159
– volume: 32
  start-page: 471
  year: 2007
  ident: ref_29
  article-title: An Evolutionary Perspective on Learning Disability in Mathematics
  publication-title: Dev. Neuropsychol.
  doi: 10.1080/87565640701360924
– ident: ref_38
– ident: ref_17
– ident: ref_36
– ident: ref_22
– ident: ref_20
– ident: ref_5
  doi: 10.1111/bjet.12496
SSID ssj0000913829
Score 2.0854425
Snippet Difficulties in learning computer programming for novices is a subject of abundant scientific literature. These difficulties seem to be accentuated in students...
SourceID doaj
eric
proquest
crossref
SourceType Open Website
Open Access Repository
Aggregation Database
Enrichment Source
Index Database
StartPage 200
SubjectTerms Achievement Need
algorithm-aided design
Architecture
Cognition & reasoning
College Students
Computer programming
Computer Science Education
Computer Use
Computers
Curricula
Education
Foreign Countries
Instructional Design
Knowledge
Knowledge Level
Learning
Learning Processes
Multimedia
Pedagogy
Personal computers
Programming
python
Skill Development
Software
Student Attitudes
Student Motivation
Students
Teaching
Teaching Methods
technological competences
Technological Literacy
SummonAdditionalLinks – databaseName: Publicly Available Content Database
  dbid: PIMPY
  link: http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV07T8MwED5BYWDhjSgveUBiiprEeTgsqEArQFB1AFSmKPEDkKCFtiDx77lLnCCQYGK1z1aUO5_v5e8A9nNfcTfLEwcPIUWrQtSDgUycXGZa5nFowqIZzO1l3OuJwSDp2-fRE1tWWenEQlGXaM9Ut41KuKVGkiLmLTSck5BTzuro5dWhHlKUa7UNNWZhjp54iwbM9c-v-nd1zIUwMIWflNiNHJe3CB4VrxrhkhvlfrubCgj_n1XQlaIubp_u0v9-9zIsWiuUtUuxWYEZPVylBs622GMNrttP97hu-vDstB-VVuy0qPRgFLZl_Q8CHDhkFaAJGxlWh-iJ6eyktsZpDpUTRXsm63DT7VyfnDm2AYMjeRJOKSufKZebOFBCRMaXRkQSPVcRBBoHsmLCi7khTJtMJ35sfI8bY0SOxGHIN6AxHA31JrDcU8qLswzNGYGLTBZxFXnKlTzgWrmmCU7161Np0cmpScZTil4KsSr9zqomHNT0LyUux6-Ux8TJmorwtIuB0fg-tcczlVxE6AsrFA8viGWYo_JFY1hp13B0kf0mbJAc1Jt0LjyfcrxBE3Yqtqf29E_SLy5v_T29DQu4jSjLY3agMR2_6V2Yl-_Tx8l4z4rvJ5yaAA0
  priority: 102
  providerName: ProQuest
Title Algorithm-Aided Design with Python: Analysis of Technological Competence of Subjects
URI https://www.proquest.com/docview/2309539089
http://eric.ed.gov/ERICWebPortal/detail?accno=EJ1201384
https://doaj.org/article/c386721d382147c5b088016de0f32112
Volume 8
WOSCitedRecordID wos000455066500049&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVAON
  databaseName: Open Access: DOAJ - Directory of Open Access Journals
  customDbUrl:
  eissn: 2227-7102
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0000913829
  issn: 2227-7102
  databaseCode: DOA
  dateStart: 20110101
  isFulltext: true
  titleUrlDefault: https://www.doaj.org/
  providerName: Directory of Open Access Journals
– providerCode: PRVPQU
  databaseName: Education Database
  customDbUrl:
  eissn: 2227-7102
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0000913829
  issn: 2227-7102
  databaseCode: M0P
  dateStart: 20120601
  isFulltext: true
  titleUrlDefault: https://search.proquest.com/education
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: ProQuest Central
  customDbUrl:
  eissn: 2227-7102
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0000913829
  issn: 2227-7102
  databaseCode: BENPR
  dateStart: 20120601
  isFulltext: true
  titleUrlDefault: https://www.proquest.com/central
  providerName: ProQuest
– providerCode: PRVPQU
  databaseName: Publicly Available Content Database
  customDbUrl:
  eissn: 2227-7102
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0000913829
  issn: 2227-7102
  databaseCode: PIMPY
  dateStart: 20110101
  isFulltext: true
  titleUrlDefault: http://search.proquest.com/publiccontent
  providerName: ProQuest
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1LSwMxEA6iHryIT6xWyUHwtJjd7CPx1taKipZFquhp2c1DC7WVtgr-e2ey28UK4sXLHpLZzTKZTOZLhm8IOS4CzVleSA8WIZ5WReAHQyW9QuVGFUlkI1cM5uEm6fXE46NMv5X6wpywkh64VNyp4iIGlKK5wIo6KipgWUCYog2zHMCL874skd_AlPPBErn1ZMnSyAHXnyIRKmwqgiFgYgu7kCPr_5nvPHfJbp-52CDrVYBIW-WPbZIlM9rC2spVHsY26beGz2OA9C-vXmugjabnLgmD4okqTT-RC-CMzrlG6NjS-vQc54N26kAZ-8Bv4EHMdIfcX3T7nUuvqo3gKS6jGV6Y55pxm4RaiNgGyopYAagUYWigIXcdfsIt0s3kRgaJDXxurRUFCEcR3yXLo_HI7BFa-Fr7SZ5DpCHgJZvHXMe-ZoqH3GhmG8Sb6ypTFXE41q8YZgAgULfZom4b5KSWfyspM36VbKPqaymkunYNYABZZQDZXwbQILs4cfVHutd-gNevYYM051OZVQtzmgHikhHHy879_xj8gKzBYKLMb2mS5dnk3RySVfUxG0wnR2Sl3e2ld0fONuF5y1JoS69u06cvhaPnPw
linkProvider Directory of Open Access Journals
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1LT9wwEB4hqAQXaCmoy6s-gHqKSGwncZAqtOUhHtvVHhbELSR-UCTYhd2Fij_Fb2QmL0Sl9sahV9uxnPjzjOeRbwA2c26En-WJh4eQvFUhykGpEy_XmdV5HLqwKAZz3om7XXVxkfSm4Ln-F4bSKmuZWAhqM9TkI9_Gq3ISCopS7d7de1Q1iqKrdQmNEhan9uk3mmzj78f7uL9bnB8e9PeOvKqqgKdFEk4o1JwZX7hYGqUix7VTkUZzTElpsSErOoJYOCJqyWzCY8cD4ZxTOQ4OqUoEivwZKfE4UKqg32t8OsSxqXhSckMKXOw20a-iKlM-mWn-G91XlAj4M8u6VgSFdjtc-N--y0eYr-7RrF0C_xNM2cEilaCu0lU-Q799c4XrnPy69drXxhq2X-SqMHI8s94TUSbssJqShQ0da4IMBFu219gT1IfilfxV4yU4e5eXWobpwXBgvwDLA2OCOMvwQqbwIZdFwkSB8bWQwhrftcCrNzfVFb86lfm4SdHOIjCkb8HQgm_N-LuSWeSvI38QVppRxAheNAxHV2klYFItVITWvEEABjLWYY7qA6_zxvpOoJHPW7BMSGsmOTgJOEWpZQvWamCllfwap6-oWvl391eYPer_7KSd4-7pKszhlKpM9lmD6cnowa7DB_04uR6PNoqjwuDyvTH4AqAWTwo
linkToPdf http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1LT9tAEB4hQBUXXi0iEMoeQD1ZsXf9WCNVKCVE5RXlQCtuxt5HQIIkJKEVf62_jhm_EEjtjUOvu-vV2vvtzM7D3wDsZVwLN81iBw8heasClIO-ip1MpUZlUWCDvBjMz_Oo15NXV3F_Dv5U_8JQWmUlE3NBrUeKfOQtvCrHgaAoVcuWaRH9Tvdw_OBQBSmKtFblNAqInJmn32i-Tb-edHCv9znvHl8efXfKCgOOEnEwo7Bzql1hI19LGVqurAwVmmbS9w02pHmHFwlLpC2piXlkuSestTLDwQFVjEDxvxD5gUdn7MLt1_4d4tuUPC54IgUuvEVUrKjWpEsmm_tKD-blAt5mXFdKIdd03ZX_-RutwnJ5v2bt4kCswZwZrlNp6jKN5SNctu8GuM7Zzb3TvtVGs06ew8LIIc36T0SlcMAqqhY2sqwOPhCc2VFtZ1Afil3yY00_wY93eakNmB-OhmYTWOZp7UVpihc1iQ_ZNBQ69LSrhC-Mdm0DnGqjE1XyrlP5j7sE7S8CRvIaGA34Uo8fF4wjfx35jXBTjyKm8LxhNBkkpeBJlJAhWvkawej5kQoyVCt4zdfGtQKNf96ADUJdPcnxqccpeu03oFmBLCnl2jR5QdjWv7t34QNCLzk_6Z1twxLOKIscoCbMzyaPZgcW1a_Z7XTyOT81DK7fG4LPjhBX0A
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Algorithm-Aided+Design+with+Python%3A+Analysis+of+Technological+Competence+of+Subjects&rft.jtitle=Education+sciences&rft.au=Pontes%2C+Thiago+Bessa&rft.au=Miranda%2C+Guilhermina+Lobato&rft.au=Celani%2C+Gabriela+Caffarena&rft.date=2018-12-01&rft.pub=MDPI+AG&rft.issn=2227-7102&rft.eissn=2227-7102&rft.volume=8&rft_id=info:doi/10.3390%2Feducsci8040200&rft.externalDocID=EJ1201384
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2227-7102&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2227-7102&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2227-7102&client=summon