What Matters in Hiring Professionals for Global Software Development? A SLR and NLP Criteria Clustering

Globalization stimulated a new era of Global Software Development (GSD), followed by the gig economy (GE) phenomenon, which jointly caused considerable transformations in software development markets, mainly after the recent supply chain disruptions. The cultural and geographic barriers have compell...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on engineering management Jg. 71; S. 6291 - 6318
Hauptverfasser: Santos, Erivelton Antonio dos, de Souza, Dalton Garcia Borges, da Silva, Carlos Eduardo Sanches
Format: Journal Article
Sprache:Englisch
Veröffentlicht: New York IEEE 2024
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:
Algorithms
Cluster
Clustering
Clustering algorithms
Companies
Context
Contracts
Criteria
criteria selection
Germanium
Gig economy
Globalization
hierarchical structure
Hiring
mind map
Natural language processing
NLP
Organizations
Professionals
sentence embeddings
Skilled workers
SLR
Software
Software algorithms
Software development
Software industry
Systematic review
ISSN:0018-9391, 1558-0040
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Abstract Globalization stimulated a new era of Global Software Development (GSD), followed by the gig economy (GE) phenomenon, which jointly caused considerable transformations in software development markets, mainly after the recent supply chain disruptions. The cultural and geographic barriers have compelled numerous organizations to devise comprehensive digital technologies to overcome this situation. Likewise, the rising unemployment rates led the workforce into short-term contracts or to the on-demand market known as the gig economy. Together with the enhancement in global software development, the organizations found a direction to restore their activities. However, when organizations are immersed in fast-paced environments, selecting skilled professionals is difficult and risky, especially with a lack of qualified professionals. This article identifies the criteria for hiring professionals in the GSD or GE context and proposes a novel approach to clustering them. To do so, we collected the criteria from a broad subject through a systematic literature review, then applied natural language processing with the SBERT algorithm to get the sentence embeddings. Further, we cluster the criteria by applying the k -means algorithm. After that, we innovatively and responsively grouped the clusters formed by repeating the SBERT and k -means algorithms and created its mind map. Our findings disclosed 319 criteria and 6 cluster groups comprising a mind map hierarchical structure. Consequently, these outcomes have pedagogical implications to assist specialists from education institutions in designing new course domains. Such as, it can be helpful to practitioners to assist in hiring professional processes in the GSD or GE context.
AbstractList Globalization stimulated a new era of Global Software Development (GSD), followed by the gig economy (GE) phenomenon, which jointly caused considerable transformations in software development markets, mainly after the recent supply chain disruptions. The cultural and geographic barriers have compelled numerous organizations to devise comprehensive digital technologies to overcome this situation. Likewise, the rising unemployment rates led the workforce into short-term contracts or to the on-demand market known as the gig economy. Together with the enhancement in global software development, the organizations found a direction to restore their activities. However, when organizations are immersed in fast-paced environments, selecting skilled professionals is difficult and risky, especially with a lack of qualified professionals. This article identifies the criteria for hiring professionals in the GSD or GE context and proposes a novel approach to clustering them. To do so, we collected the criteria from a broad subject through a systematic literature review, then applied natural language processing with the SBERT algorithm to get the sentence embeddings. Further, we cluster the criteria by applying the k -means algorithm. After that, we innovatively and responsively grouped the clusters formed by repeating the SBERT and k -means algorithms and created its mind map. Our findings disclosed 319 criteria and 6 cluster groups comprising a mind map hierarchical structure. Consequently, these outcomes have pedagogical implications to assist specialists from education institutions in designing new course domains. Such as, it can be helpful to practitioners to assist in hiring professional processes in the GSD or GE context.
Author da Silva, Carlos Eduardo Sanches
de Souza, Dalton Garcia Borges
Santos, Erivelton Antonio dos
Author_xml – sequence: 1
  givenname: Erivelton Antonio dos
  orcidid: 0000-0002-5015-5161
  surname: Santos
  fullname: Santos, Erivelton Antonio dos
  email: erivelton.santos@gmail.com
  organization: Federal University of Itajuba, Institute of Industrial Engineering and Management, Itajuba, MG, Brazil
– sequence: 2
  givenname: Dalton Garcia Borges
  orcidid: 0000-0002-3872-0594
  surname: de Souza
  fullname: de Souza, Dalton Garcia Borges
  email: daltonborges@id.uff.br
  organization: Fluminense Federal University, Institute of Science and Technology, Rio das Ostras, RJ, Brazil
– sequence: 3
  givenname: Carlos Eduardo Sanches
  orcidid: 0000-0002-7329-6565
  surname: da Silva
  fullname: da Silva, Carlos Eduardo Sanches
  email: cadusanches02@gmail.com
  organization: Federal University of Itajuba, Institute of Industrial Engineering and Management, Itajuba, MG, Brazil
BookMark eNp9kEtPAjEUhRujiYDuXbho4nqwj3muDEEEk0GJYFxOOp0WS4YW26Lx39sJLIwLV_fe5Jxzc74-ONVGCwCuMBpijIrb1WQ-JIjQISVZkaXFCejhJMkjhGJ0CnoI4TwqaIHPQd-5TTjjhKAeWL-9Mw_nzHthHVQazpRVeg0X1kjhnDKatQ5KY-G0NTVr4dJI_8WsgPfiU7RmtxXa38ERXJYvkOkGPpULOLYqxCkGx-3edZteX4AzGZLE5XEOwOvDZDWeReXz9HE8KiNO48JHoUFG0prgXNAEp6zJeZLnMs6zJmOcc0wxr8NakLqRkqS0JkWdUSIFD8qU0QG4OeTurPnYC-erjdnbrkRFEaUpQXkWBxU6qLg1zlkhq51VW2a_K4yqDmcVcFYdzuqIM1jSPxauPPMBkLdMtf8Zrw9GJYT49QdnGJOY_gCe8YPl
CODEN IEEMA4
CitedBy_id crossref_primary_10_1007_s12351_025_00930_4
crossref_primary_10_1057_s41270_025_00413_7
crossref_primary_10_1109_ACCESS_2024_3519256
Cites_doi 10.14569/ijacsa.2018.090726
10.2307/41166145
10.1109/52.914732
10.1145/1138929.1138949
10.1007/978-3-030-78098-2_1
10.1080/09585190701799754
10.1016/j.techfore.2018.07.056
10.1108/09544780010287221
10.1002/aris.1440370103
10.1016/j.psychsport.2006.01.007
10.1002/smr.576
10.1109/tem.2021.3131964
10.2139/ssrn.3557504
10.1109/TrustCom.2011.179
10.1109/ACCESS.2019.2953008
10.1108/17410400710731437
10.1016/j.wpi.2020.101983
10.1016/j.chb.2006.02.003
10.4324/9781315182681-4
10.1300/J009v02n04_05
10.3390/pr6070088
10.1504/ijbir.2020.10022210
10.1126/science.aaa8415
10.1109/ACCESS.2021.3079194
10.1016/0014-2921(94)00076-C
10.1016/j.hrmr.2019.01.002
10.1111/ajae.12158
10.1016/j.ejor.2017.04.009
10.1109/TPC.2017.2656626
10.1177/0003122420971805
10.1109/ACCESS.2020.3030124
10.1016/j.joi.2017.08.007
10.1007/s11761-021-00329-x
10.54155/jbs.19.2.115-139
10.1049/iet-sen.2019.0128
10.1515/9783110677515
10.1109/icosst.2015.7396413
10.1371/journal.pone.0240373
10.46541/978-86-7233-380-0_46
10.1016/j.cie.2020.106722
10.1080/10438590500512976
10.1007/s11846-015-0171-y
10.3389/frobt.2019.00128
10.4018/ijqaete.2012010102
10.1016/j.ijdrr.2015.01.011
10.3389/fpsyg.2021.624637
10.1007/978-3-642-37422-7_13
10.1016/j.knosys.2015.06.015
10.1109/access.2019.2924404
10.1016/j.jbusres.2009.04.022
10.1007/s40745-015-0040-1
10.1016/j.emj.2019.06.005
10.1109/ACCESS.2021.3049226
10.1108/MRR-04-2015-0078
10.1287/mnsc.1030.0136
10.5295/cdg.130446mr
10.22452/mjcs.vol34no1.5
10.1016/j.ins.2014.02.137
10.1145/3383219.3383278
10.1016/j.asoc.2020.106122
10.1504/IJICA.2015.073006
10.4337/roke.2014.02.03
10.1016/j.autcon.2016.05.003
10.1109/ACCESS.2021.3073315
10.1109/ICGSE.2010.23
10.1088/1742-6596/1240/1/012157
10.7551/mitpress/12203.001.0001
10.1145/3378936.3378966
10.1016/j.jengtecman.2003.08.002
10.1109/SNPD.2019.8935813
10.1098/rsta.2017.0355
10.1002/smr.1875
10.1016/j.infsof.2022.106908
10.1016/j.paid.2004.11.003
10.1109/isiict.2018.8613294
10.1007/s10664-007-9047-3
10.1371/journal.pone.0248038
10.1002/9781119206422
10.1016/j.im.2015.08.003
10.1016/S0048-7333(00)00114-1
10.3390/joitmc6040104
10.1007/s11042-021-10594-9
10.1016/j.proeng.2011.11.164
10.1016/j.eswa.2022.117084
10.1145/505248.506008
10.1109/ACCESS.2020.3023421
10.1109/ICIC48496.2019.8966719
10.1111/1468-2370.00053
10.1002/smr.1832
10.1145/3218279
10.2307/30040650
10.1093/jpo/joab015
10.1109/ICASSP39728.2021.9413901
10.1007/s11219-019-09451-8
10.1109/ICGSE.2012.29
10.1007/978-3-319-28031-8_15
10.1108/09684879510087512
10.1002/smr.1927
10.1109/INMIC.2012.6511461
10.1155/2021/2259594
10.3103/S0145875210010060
10.1016/j.ijinfomgt.2012.11.004
10.1109/52.914734
10.1002/bse.2277
10.1016/S0166-4972(97)00017-5
10.1145/3461778.3462133
10.1016/j.hrmr.2006.02.004
10.1088/1742-6596/1793/1/012043
10.1016/1048-9843(92)90028-E
10.1002/smr.1979
10.1016/j.apr.2019.09.009
10.1177/0149206318786781
10.1109/SNPD.2015.7176187
10.1108/IJHCQA-01-2014-0001
10.1016/j.cogdev.2006.12.001
10.1126/science.aaa8685
10.1016/j.dss.2020.113404
10.1016/j.jss.2010.12.010
10.1002/pfi.21284
10.1145/3510458.3513018
10.1016/S0263-7863(99)00036-8
10.1109/ITNG.2011.206
10.1016/j.ssci.2014.11.018
10.1007/s11192-015-1765-5
10.1016/j.infsof.2011.12.007
10.1016/j.ijinfomgt.2008.11.004
10.1016/S0272-6963(02)00023-2
10.1109/ICCISci.2012.6297161
10.3390/su132413599
10.1109/ACCESS.2022.3182393
10.4304/jsw.8.4.776-784
10.5120/19972-1860
10.1007/s00170-012-3916-7
10.1037/a0019987
10.1049/iet-sen.2009.0097
10.1037/0022-0167.30.4.589
10.1109/BIBE52308.2021.9635248
10.1145/3606274.3606278
10.1109/CTGDSD.2013.6635240
10.1109/APSEC.2016.034
10.1016/j.clsr.2015.12.005
10.1109/ICGSE.2016.10
10.1371/journal.pone.0121595
10.1515/pjbr-2019-0030
10.1108/IJM-03-2021-0159
10.1016/j.infsof.2017.03.006
10.13053/cys-22-2-2491
10.1049/iet-sen.2018.5295
10.1108/ER-10-2018-0259
10.21744/lingcure.v5nS4.1874
10.1016/j.jss.2019.110400
10.1109/MS.2009.42
10.33215/sjom.v2i2.118
10.1038/s41380-020-0783-8
10.1177/1440783319894060
10.1155/2022/2600160
10.1109/MS.2018.4321246
10.7577/pp.564
10.1145/3465222.3465236
10.1016/j.janxdis.2007.09.009
10.1016/j.infsof.2008.12.005
10.1016/j.infsof.2010.08.003
10.1109/MCI.2018.2840738
10.1109/TSE.2011.26
10.1108/13673270410548496
10.1007/s13042-015-0370-5
10.1002/int.22593
10.1016/j.chb.2015.09.009
10.3390/data5010025
10.1016/j.eswa.2010.08.064
10.1109/ACCESS.2020.2976803
10.1007/978-3-031-10873-0_3
10.1287/orsc.1110.0677
10.25300/MISQ/2016/40.2.01
10.2307/255232
10.1109/ACCESS.2020.3009626
10.1007/978-3-540-88851-2_5
10.1002/smr.2242
10.1016/j.infsof.2020.106366
10.1109/SEAA.2011.67
10.1016/s0065-2458(10)80001-4
10.1016/j.jss.2018.07.035
10.1097/HMR.0000000000000064
10.3138/jvme.33.2.280
10.1017/ATSIP.2019.12
10.1016/j.compeleceng.2016.11.001
10.1002/smr.2252
10.1007/978-3-030-50341-3_8
10.1002/smr.2302
10.22581/muet1982.2202.15
10.1109/ACCESS.2022.3164769
10.1007/s10799-022-00364-w
10.1016/j.infsof.2008.09.003
10.1109/ICIT52682.2021.9491638
10.1177/0950017018785616
10.1111/jscm.12145
10.18653/v1/D19-1410
10.11591/ijeecs.v18.i1.pp470-477
10.4018/jitr.2020040105
10.1016/j.proeng.2015.12.608
10.1109/ACCESS.2021.3101963
10.1109/ICGSE-W.2011.24
10.1109/ICSE.2001.919083
10.1146/annurev-soc-070308-120008
10.1002/smr.2292
10.1016/j.infsof.2014.06.002
10.1162/COLI_a_00247
10.1371/joumal.pmed1000097
10.1016/j.asoc.2019.105648
10.1016/j.procs.2019.11.150
10.1002/9780470979174
10.1109/TEM.2013.2285344
10.1109/TSE.2002.1027796
10.1016/j.jvb.2009.06.002
10.1016/j.infsof.2016.08.002
10.1016/j.infsof.2017.08.011
10.1016/j.jss.2019.110396
10.1080/00213624.2016.1148469
10.25300/MISQ/2013/37.2.01
10.1007/BF00988593
10.1108/MD-10-2018-1084
10.1002/9781118162729
10.1016/j.autcon.2015.05.007
10.4135/9781483381503.n1117
10.1177/2043886920951199
10.1109/Q-SE52541.2021.00012
10.1016/j.infsof.2012.05.002
10.1002/spip.261
10.1007/s00521-014-1771-1
10.1016/s0140-6736(20)30185-9
10.1177/00222429211030841
10.1109/ACCESS.2018.2874096
10.1109/ICGSE.2014.19
10.1049/iet-sen.2015.0038
10.1145/3019943.3019992
ContentType Journal Article
Copyright Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2024
Copyright_xml – notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2024
DBID 97E
RIA
RIE
AAYXX
CITATION
7SC
7SP
7TB
8FD
FR3
JQ2
KR7
L7M
L~C
L~D
DOI 10.1109/TEM.2023.3279769
DatabaseName IEEE Xplore (IEEE)
IEEE All-Society Periodicals Package (ASPP) 1998–Present
IEEE Electronic Library (IEL)
CrossRef
Computer and Information Systems Abstracts
Electronics & Communications Abstracts
Mechanical & Transportation Engineering Abstracts
Technology Research Database
Engineering Research Database
ProQuest Computer Science Collection
Civil Engineering Abstracts
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts – Academic
Computer and Information Systems Abstracts Professional
DatabaseTitle CrossRef
Civil Engineering Abstracts
Technology Research Database
Computer and Information Systems Abstracts – Academic
Mechanical & Transportation Engineering Abstracts
Electronics & Communications Abstracts
ProQuest Computer Science Collection
Computer and Information Systems Abstracts
Engineering Research Database
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts Professional
DatabaseTitleList Civil Engineering Abstracts
Database_xml – sequence: 1
  dbid: RIE
  name: IEEE Electronic Library (IEL)
  url: https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
EISSN 1558-0040
EndPage 6318
ExternalDocumentID 10_1109_TEM_2023_3279769
10171124
Genre orig-research
GroupedDBID -~X
.-4
.DC
0R~
29I
4.4
5GY
5VS
6IK
97E
AAJGR
AARMG
AASAJ
AAWTH
ABAZT
ABQJQ
ABVLG
ACGFO
ACGFS
ACGOD
ACHQT
ACIWK
ACNCT
ADMHC
AENEX
AETIX
AFOGA
AGQYO
AGSQL
AHBIQ
AI.
AIBXA
AKJIK
AKQYR
ALLEH
ALMA_UNASSIGNED_HOLDINGS
ASUFR
ATWAV
AZLTO
BEFXN
BFFAM
BGNUA
BKEBE
BKOMP
BPEOZ
CS3
DU5
EBS
EJD
HZ~
H~9
IAAWW
IBMZZ
ICLAB
IDIHD
IFIPE
IFJZH
IPLJI
JAVBF
LAI
M43
MS~
O9-
OCL
P2P
PQQKQ
RIA
RIE
RNS
TAE
TN5
VH1
AAYXX
CITATION
7SC
7SP
7TB
8FD
FR3
JQ2
KR7
L7M
L~C
L~D
ID FETCH-LOGICAL-c349t-202726b218e3516ad8c588f487d7accc131cbd7a92bdff263b29b732fec8c56a3
IEDL.DBID RIE
ISICitedReferencesCount 6
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=001025562600001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 0018-9391
IngestDate Mon Jun 30 06:54:59 EDT 2025
Tue Nov 18 22:43:33 EST 2025
Sat Nov 29 02:10:58 EST 2025
Wed Aug 27 02:17:08 EDT 2025
IsPeerReviewed true
IsScholarly true
Language English
License https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html
https://doi.org/10.15223/policy-029
https://doi.org/10.15223/policy-037
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c349t-202726b218e3516ad8c588f487d7accc131cbd7a92bdff263b29b732fec8c56a3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ORCID 0000-0002-5015-5161
0000-0002-7329-6565
0000-0002-3872-0594
PQID 3033620874
PQPubID 4949
PageCount 28
ParticipantIDs proquest_journals_3033620874
crossref_citationtrail_10_1109_TEM_2023_3279769
ieee_primary_10171124
crossref_primary_10_1109_TEM_2023_3279769
PublicationCentury 2000
PublicationDate 20240000
2024-00-00
20240101
PublicationDateYYYYMMDD 2024-01-01
PublicationDate_xml – year: 2024
  text: 20240000
PublicationDecade 2020
PublicationPlace New York
PublicationPlace_xml – name: New York
PublicationTitle IEEE transactions on engineering management
PublicationTitleAbbrev TEM
PublicationYear 2024
Publisher IEEE
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher_xml – name: IEEE
– name: The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
References ref57
ref207
ref56
ref208
(ref33) 2022
ref59
ref205
ref58
ref53
ref203
ref52
ref204
ref55
ref201
ref54
ref202
Moniruzzaman (ref193) 2013
ref209
Samut (ref25) 2019; 30
ref210
ref211
ref51
ref46
ref218
ref45
ref219
ref48
ref216
ref47
ref217
ref42
ref214
ref41
ref215
ref44
Hussain (ref244) 2016; 6
ref43
ref213
ref49
ref7
Sliter (ref178) 2013
ref9
ref4
ref3
ref100
ref221
ref101
ref222
ref40
Ilyas (ref50) 2016; 53
ref220
ref35
ref34
ref37
BBC (ref5) 2021
ref31
ref30
ref32
ref39
ref38
Mcconnell (ref249) 2021
(ref8) 2020
ablis (ref81) 2016
(ref170) 2022
ref24
ref23
ref26
ref20
ref22
ref28
ref27
ref29
ref200
(ref189) 2021
Bird (ref118) 2009
Ferrell (ref212) 2014; 16
ref129
ref97
ref247
ref96
ref127
ref99
ref124
ref245
ref98
ref125
ref93
ref254
ref92
ref255
ref131
ref252
ref94
ref132
ref253
Fiscal (ref236) 2018
ref250
ref251
ref91
ref90
ref89
ref139
ref86
ref258
ref85
ref138
Krishnamurthi (ref237) 2015; 3
ref259
Lim (ref272) 2020
ref88
ref135
ref256
ref136
Castro-Hernandez (ref102) 2022; 26
Podgrski (ref107) 2015; 73
Kitchenham (ref154) 2007
Margolis (ref226) 2022
Finstad (ref152) 2010; 5
Yildirim (ref172) 2011; 1
ref82
ref144
ref84
ref142
ref263
ref83
ref143
ref261
ref141
ref262
ref80
ref260
ref79
ref229
ref78
ref109
ref106
ref227
Monasor (ref76) 2014
ref75
ref104
ref225
ref77
ref223
ref103
ref224
Piskorski (ref133) 2020
Barnes (ref10) 2022
Lakshmi (ref290) 2017; 1
ref71
ref111
ref232
ref70
ref112
ref233
ref73
ref230
ref72
ref110
ref231
ref68
ref119
ref67
(ref191) 2020
ref238
ref69
ref239
ref64
ref115
ref63
ref116
ref66
ref113
ref65
ref114
ref235
Bastidas (ref95) 2021; 23
ref60
ref122
ref243
ref123
ref62
ref241
ref61
ref121
ref242
ref168
ref289
ref169
Ryder (ref18) 2019; 72
ref291
Bakar (ref248) 2011; 3
ref177
Yeromin (ref265) 2020
ref175
ref173
ref294
ref174
ref171
ref292
ref293
(ref105) 2021
ref179
ref180
ref181
Unterkalmsteiner (ref257) 2015
(ref36) 2022
Alsanoosy (ref87) 2020
ref186
ref187
Woniakowski (ref188) 2012; 1
ref185
ref182
ref183
Dessi (ref126) 2020
ref148
Arrowsmith (ref190) 2000
ref269
ref146
ref267
ref147
ref268
Lima (ref149) 2020; 38
Run (ref206) 2021
ref155
ref276
ref156
ref277
ref153
ref274
ref275
ref151
ref273
ref270
ref150
ref271
ref157
ref278
ref158
ref279
Mulyani (ref228) 2020; 12
ref280
CARMEL (ref159) 1999
ref166
ref287
ref167
ref288
ref164
ref285
ref165
ref286
ref162
ref283
ref163
ref284
ref160
ref281
ref161
ref282
ref13
ref12
ref15
ref14
Reimers (ref134) 2019
Liddy (ref117) 2001
ref11
ref17
ref16
ref19
Rosenblat (ref21) 2016; 10
Tran (ref234) 2019
Rothman (ref130) 2021
Wu (ref6) 2022
Vaswani (ref128) 2017; 30
Galaczi (ref266) 2018
Devlin (ref120) 2018
Zeebaree (ref145) 2017; 12
Dumitriu (ref74) 2011
Cramer (ref176) 1965
Pardo (ref246) 2008
Dick (ref184) 2010
ref2
ref1
ref192
ref199
ref197
ref198
ref195
Popli (ref240) 2012
ref196
ref194
Maharjan (ref140) 2018
Dziuba (ref264) 2021
Helsel (ref108) 2011; 77
Liu (ref137) 2021
References_xml – ident: ref51
  doi: 10.14569/ijacsa.2018.090726
– ident: ref259
  doi: 10.2307/41166145
– ident: ref161
  doi: 10.1109/52.914732
– ident: ref203
  doi: 10.1145/1138929.1138949
– ident: ref211
  doi: 10.1007/978-3-030-78098-2_1
– ident: ref277
  doi: 10.1080/09585190701799754
– ident: ref14
  doi: 10.1016/j.techfore.2018.07.056
– ident: ref232
  doi: 10.1108/09544780010287221
– ident: ref115
  doi: 10.1002/aris.1440370103
– ident: ref174
  doi: 10.1016/j.psychsport.2006.01.007
– year: 2001
  ident: ref117
  article-title: Natural language processing
  publication-title: Encyclopedia Library Inf. Sci.
– ident: ref48
  doi: 10.1002/smr.576
– ident: ref24
  doi: 10.1109/tem.2021.3131964
– ident: ref2
  doi: 10.2139/ssrn.3557504
– ident: ref262
  doi: 10.1109/TrustCom.2011.179
– year: 2012
  ident: ref240
  article-title: Research challenges of agile estimation
  publication-title: J. Intell. Comput. Appl
– ident: ref31
  doi: 10.1109/ACCESS.2019.2953008
– year: 2018
  ident: ref120
  article-title: BERT: Pre-training of deep bidirectional transformers for language understanding
– start-page: 706
  volume-title: Proc. EnviroInfo
  year: 2010
  ident: ref184
  article-title: Enhancing software engineering processes towards sustainable software product design
– volume-title: Global Software Teams: Collaborating Across Borders and Time Zones
  year: 1999
  ident: ref159
– ident: ref106
  doi: 10.1108/17410400710731437
– ident: ref132
  doi: 10.1016/j.wpi.2020.101983
– ident: ref268
  doi: 10.1016/j.chb.2006.02.003
– ident: ref276
  doi: 10.4324/9781315182681-4
– ident: ref198
  doi: 10.1300/J009v02n04_05
– ident: ref13
  doi: 10.3390/pr6070088
– ident: ref86
  doi: 10.1504/ijbir.2020.10022210
– year: 2021
  ident: ref137
  article-title: Open intent discovery through unsupervised semantic clustering and dependency parsing
– ident: ref122
  doi: 10.1126/science.aaa8415
– ident: ref98
  doi: 10.1109/ACCESS.2021.3079194
– ident: ref279
  doi: 10.1016/0014-2921(94)00076-C
– ident: ref57
  doi: 10.1016/j.hrmr.2019.01.002
– year: 2021
  ident: ref5
  article-title: COVID: Austria back in lockdown despite protests
– volume: 1
  start-page: 62
  year: 2012
  ident: ref188
  article-title: Risk management in e-learning projects
  publication-title: Inf. Syst. Manage.
– ident: ref7
  doi: 10.1111/ajae.12158
– ident: ref9
  doi: 10.1016/j.ejor.2017.04.009
– ident: ref60
  doi: 10.1109/TPC.2017.2656626
– ident: ref286
  doi: 10.1177/0003122420971805
– ident: ref52
  doi: 10.1109/ACCESS.2020.3030124
– ident: ref110
  doi: 10.1016/j.joi.2017.08.007
– ident: ref292
  doi: 10.1007/s11761-021-00329-x
– ident: ref254
  doi: 10.54155/jbs.19.2.115-139
– ident: ref37
  doi: 10.1049/iet-sen.2019.0128
– ident: ref113
  doi: 10.1515/9783110677515
– volume: 23
  issue: 1
  year: 2021
  ident: ref95
  article-title: A systematic literature mapping: Risk-based testing in software development
  publication-title: Ingeniera y competitividad
– ident: ref42
  doi: 10.1109/icosst.2015.7396413
– ident: ref56
  doi: 10.1371/journal.pone.0240373
– ident: ref229
  doi: 10.46541/978-86-7233-380-0_46
– ident: ref1
  doi: 10.1016/j.cie.2020.106722
– year: 2022
  ident: ref10
  article-title: As Ukraine prepares for a second year at war, the prospect of a stalemate looms
– ident: ref215
  doi: 10.1080/10438590500512976
– ident: ref82
  doi: 10.1007/s11846-015-0171-y
– ident: ref185
  doi: 10.3389/frobt.2019.00128
– year: 2013
  ident: ref178
  article-title: What is workplace incivility, why should we care, and what should we do?
– ident: ref177
  doi: 10.4018/ijqaete.2012010102
– ident: ref168
  doi: 10.1016/j.ijdrr.2015.01.011
– ident: ref96
  doi: 10.3389/fpsyg.2021.624637
– ident: ref255
  doi: 10.1007/978-3-642-37422-7_13
– ident: ref121
  doi: 10.1016/j.knosys.2015.06.015
– year: 2007
  ident: ref154
  article-title: Guidelines for performing systematic literature reviews in software engineering
– start-page: 1
  volume-title: Proc. 1st Workshop Smart Pers. Health Interfaces, SmartPhil
  year: 2020
  ident: ref126
  article-title: TF-IDF vs word embeddings for morbidity identification in clinical notes: An initial study
– start-page: 26
  volume-title: Proc. Workshop Automated Extraction Socio-Political Events News
  year: 2020
  ident: ref133
  article-title: TF-IDF character N-grams versus word embedding-based models for fine-grained event classification: A preliminary study
– ident: ref45
  doi: 10.1109/access.2019.2924404
– ident: ref213
  doi: 10.1016/j.jbusres.2009.04.022
– ident: ref142
  doi: 10.1007/s40745-015-0040-1
– volume: 38
  start-page: 78
  issue: 1
  year: 2020
  ident: ref149
  article-title: Risk management in SMEs: A systematic literature review and future directions
  publication-title: Eur. Manage. J.
  doi: 10.1016/j.emj.2019.06.005
– ident: ref47
  doi: 10.1109/ACCESS.2021.3049226
– ident: ref179
  doi: 10.1108/MRR-04-2015-0078
– ident: ref263
  doi: 10.1287/mnsc.1030.0136
– ident: ref219
  doi: 10.5295/cdg.130446mr
– ident: ref93
  doi: 10.22452/mjcs.vol34no1.5
– ident: ref146
  doi: 10.1016/j.ins.2014.02.137
– year: 2019
  ident: ref234
  article-title: Business requirements vs stakeholder requirements
– ident: ref294
  doi: 10.1145/3383219.3383278
– ident: ref28
  doi: 10.1016/j.asoc.2020.106122
– ident: ref80
  doi: 10.1504/IJICA.2015.073006
– ident: ref16
  doi: 10.4337/roke.2014.02.03
– ident: ref243
  doi: 10.1016/j.autcon.2016.05.003
– ident: ref30
  doi: 10.1109/ACCESS.2021.3073315
– ident: ref187
  doi: 10.1109/ICGSE.2010.23
– year: 1965
  ident: ref176
  article-title: Preparation of educational specifications
– year: 2021
  ident: ref264
  article-title: Effective knowledge transfer between software teams: Methods and tips
  publication-title: Relevant Softw.
– volume: 1
  start-page: 257
  issue: 13
  year: 2011
  ident: ref172
  article-title: Critical thinking in nursing process and education
  publication-title: Int. J. Humanities Social Sci.
– ident: ref26
  doi: 10.1088/1742-6596/1240/1/012157
– ident: ref173
  doi: 10.7551/mitpress/12203.001.0001
– ident: ref90
  doi: 10.1145/3378936.3378966
– ident: ref171
  doi: 10.1016/j.jengtecman.2003.08.002
– ident: ref253
  doi: 10.1109/SNPD.2019.8935813
– ident: ref227
  doi: 10.1098/rsta.2017.0355
– ident: ref43
  doi: 10.1002/smr.1875
– start-page: 203
  year: 2014
  ident: ref76
  publication-title: Lecture Notes in Computer Sci. (Including Subseries Lecture Notes in Artif. Intell. and Lecture Notes in Bioinf.)
– ident: ref111
  doi: 10.1016/j.infsof.2022.106908
– ident: ref269
  doi: 10.1016/j.paid.2004.11.003
– ident: ref63
  doi: 10.1109/isiict.2018.8613294
– ident: ref46
  doi: 10.1007/s10664-007-9047-3
– start-page: 37
  volume-title: Proc. World Multiconference Appl. Econ., Bus. Develop.
  year: 2011
  ident: ref74
  article-title: Issues and strategy for agile global software development adoption
– ident: ref19
  doi: 10.1371/journal.pone.0248038
– ident: ref271
  doi: 10.1002/9781119206422
– ident: ref167
  doi: 10.1016/j.im.2015.08.003
– ident: ref217
  doi: 10.1016/S0048-7333(00)00114-1
– ident: ref288
  doi: 10.3390/joitmc6040104
– ident: ref147
  doi: 10.1007/s11042-021-10594-9
– ident: ref239
  doi: 10.1016/j.proeng.2011.11.164
– volume: 53
  start-page: 239
  issue: 3
  volume-title: Proc. Pakistan Acad. Sci., Part A
  year: 2016
  ident: ref50
  article-title: An exploratory study of success factors in software integration for global software development vendors
– volume-title: Transformers for Natural Language Processing: Build Innovative Deep Neural Network Architectures for NLP With Python
  year: 2021
  ident: ref130
– ident: ref136
  doi: 10.1016/j.eswa.2022.117084
– year: 2000
  ident: ref190
  article-title: Regulation public procurement-national and international perspectives
  publication-title: Kluwer Law Int.
– ident: ref196
  doi: 10.1145/505248.506008
– ident: ref131
  doi: 10.1109/ACCESS.2020.3023421
– ident: ref65
  doi: 10.1109/ICIC48496.2019.8966719
– ident: ref245
  doi: 10.1111/1468-2370.00053
– ident: ref83
  doi: 10.1002/smr.1832
– ident: ref44
  doi: 10.1145/3218279
– ident: ref260
  doi: 10.2307/30040650
– ident: ref94
  doi: 10.1093/jpo/joab015
– ident: ref129
  doi: 10.1109/ICASSP39728.2021.9413901
– volume: 12
  start-page: 263
  issue: 1
  year: 2020
  ident: ref228
  article-title: Model of human services and resources: Improvement efforts of silungkang restaurant attractiveness on consumers
  publication-title: Talent Develop. Excellence
– volume: 1
  start-page: 33
  year: 2017
  ident: ref290
  article-title: A review study of e-waste management in India
  publication-title: Asian J. Appl. Sci. Technol.
– ident: ref49
  doi: 10.1007/s11219-019-09451-8
– ident: ref223
  doi: 10.1109/ICGSE.2012.29
– ident: ref252
  doi: 10.1007/978-3-319-28031-8_15
– ident: ref114
  doi: 10.1108/09684879510087512
– ident: ref293
  doi: 10.1002/smr.1927
– ident: ref53
  doi: 10.1109/INMIC.2012.6511461
– volume: 3
  start-page: 127
  issue: 2
  year: 2011
  ident: ref248
  article-title: Project management best practices for achieving better housing development project performance: The case of Penang, Malaysia
  publication-title: Int. J. Construction Project Manage.
– ident: ref97
  doi: 10.1155/2021/2259594
– ident: ref238
  doi: 10.3103/S0145875210010060
– ident: ref39
  doi: 10.1016/j.ijinfomgt.2012.11.004
– ident: ref160
  doi: 10.1109/52.914734
– ident: ref224
  doi: 10.1002/bse.2277
– ident: ref242
  doi: 10.1016/S0166-4972(97)00017-5
– ident: ref197
  doi: 10.1145/3461778.3462133
– ident: ref72
  doi: 10.1016/j.hrmr.2006.02.004
– ident: ref100
  doi: 10.1088/1742-6596/1793/1/012043
– year: 2021
  ident: ref189
  publication-title: A Guide to the Project Manage. Body of Knowl.
– ident: ref273
  doi: 10.1016/1048-9843(92)90028-E
– ident: ref163
  doi: 10.1002/smr.1979
– start-page: 1
  volume-title: Proc. ACM Int. Conf. Proc. Ser.
  year: 2016
  ident: ref81
  article-title: Agile teams in large-scale distributed context-isolated or connected?
– ident: ref144
  doi: 10.1016/j.apr.2019.09.009
– ident: ref12
  doi: 10.1177/0149206318786781
– ident: ref192
  doi: 10.1109/SNPD.2015.7176187
– ident: ref216
  doi: 10.1108/IJHCQA-01-2014-0001
– ident: ref182
  doi: 10.1016/j.cogdev.2006.12.001
– ident: ref119
  doi: 10.1126/science.aaa8685
– ident: ref88
  doi: 10.1016/j.dss.2020.113404
– ident: ref157
  doi: 10.1016/j.jss.2010.12.010
– year: 2015
  ident: ref257
  article-title: Coordinating requirements engineering and software testing
– ident: ref247
  doi: 10.1002/pfi.21284
– volume-title: Proc. 38th IBIMA Conf
  year: 2021
  ident: ref206
  article-title: Global competition and ways to ensure business competitiveness
– start-page: 65
  year: 2020
  ident: ref8
  article-title: The great lockdown: Dissecting the economic effects; world economic outlook, chapter 2, Oct. 2020
  publication-title: World Econ. Outlook
– volume: 10
  start-page: 3758
  year: 2016
  ident: ref21
  article-title: Algorithmic labor and information asymmetries: A case study of Ubers drivers
  publication-title: Int. J. Commun.
– ident: ref104
  doi: 10.1145/3510458.3513018
– ident: ref241
  doi: 10.1016/S0263-7863(99)00036-8
– ident: ref202
  doi: 10.1109/ITNG.2011.206
– volume: 73
  start-page: 146
  year: 2015
  ident: ref107
  article-title: Measuring operational performance of OSH management systemA demonstration of AHP-based selection of leading key performance indicators
  publication-title: Saf. Sci.
  doi: 10.1016/j.ssci.2014.11.018
– ident: ref70
  doi: 10.1007/s11192-015-1765-5
– volume: 26
  issue: 2
  year: 2022
  ident: ref102
  article-title: Effect of temporal patterns on task cohesion in global software development teams
  publication-title: Computacin y Sistemas
– ident: ref208
  doi: 10.1016/j.infsof.2011.12.007
– ident: ref261
  doi: 10.1016/j.ijinfomgt.2008.11.004
– ident: ref222
  doi: 10.1016/S0272-6963(02)00023-2
– ident: ref158
  doi: 10.1109/ICCISci.2012.6297161
– ident: ref4
  doi: 10.3390/su132413599
– ident: ref66
  doi: 10.1109/ACCESS.2022.3182393
– ident: ref40
  doi: 10.4304/jsw.8.4.776-784
– ident: ref278
  doi: 10.5120/19972-1860
– volume: 16
  issue: 2
  year: 2014
  ident: ref212
  article-title: Being agile: Eleven breakthrough techniques to keep you from waterfalling backward
  publication-title: Softw. Qual. Professional
– ident: ref218
  doi: 10.1007/s00170-012-3916-7
– ident: ref199
  doi: 10.1037/a0019987
– ident: ref75
  doi: 10.1049/iet-sen.2009.0097
– start-page: 290
  volume-title: Proc. ACM/IEEE 42nd Int. Conf. Softw. Eng., Companion
  year: 2020
  ident: ref87
  article-title: Identification of cultural influences on requirements engineering activities
– ident: ref200
  doi: 10.1037/0022-0167.30.4.589
– ident: ref135
  doi: 10.1109/BIBE52308.2021.9635248
– ident: ref148
  doi: 10.1145/3606274.3606278
– ident: ref78
  doi: 10.1109/CTGDSD.2013.6635240
– ident: ref251
  doi: 10.1109/APSEC.2016.034
– year: 2018
  ident: ref266
  article-title: Benefits of testing the four skills (reading, listening, writing and speaking)
– ident: ref282
  doi: 10.1016/j.clsr.2015.12.005
– year: 2022
  ident: ref36
  article-title: Xp educao lana faculdade com graduao gratuita, novos mbas e cursos livres; saiba como se inscrever
  publication-title: infomoney.com.br
– ident: ref62
  doi: 10.1109/ICGSE.2016.10
– ident: ref71
  doi: 10.1371/journal.pone.0121595
– ident: ref181
  doi: 10.1515/pjbr-2019-0030
– ident: ref35
  doi: 10.1108/IJM-03-2021-0159
– ident: ref164
  doi: 10.1016/j.infsof.2017.03.006
– ident: ref41
  doi: 10.13053/cys-22-2-2491
– ident: ref17
  doi: 10.1049/iet-sen.2018.5295
– ident: ref22
  doi: 10.1108/ER-10-2018-0259
– year: 2021
  ident: ref249
  article-title: 7 common hr problems in companies (and how to solve them)
– ident: ref201
  doi: 10.21744/lingcure.v5nS4.1874
– ident: ref84
  doi: 10.1016/j.jss.2019.110400
– ident: ref194
  doi: 10.1109/MS.2009.42
– ident: ref225
  doi: 10.33215/sjom.v2i2.118
– ident: ref270
  doi: 10.1038/s41380-020-0783-8
– ident: ref11
  doi: 10.1177/1440783319894060
– ident: ref103
  doi: 10.1155/2022/2600160
– ident: ref285
  doi: 10.1109/MS.2018.4321246
– ident: ref183
  doi: 10.7577/pp.564
– ident: ref99
  doi: 10.1145/3465222.3465236
– ident: ref180
  doi: 10.1016/j.janxdis.2007.09.009
– volume-title: RStudio: Integr. Develop. Environ. for R
  year: 2021
  ident: ref105
– ident: ref153
  doi: 10.1016/j.infsof.2008.12.005
– ident: ref156
  doi: 10.1016/j.infsof.2010.08.003
– ident: ref124
  doi: 10.1109/MCI.2018.2840738
– ident: ref209
  doi: 10.1109/TSE.2011.26
– ident: ref258
  doi: 10.1108/13673270410548496
– ident: ref55
  doi: 10.1007/s13042-015-0370-5
– ident: ref109
  doi: 10.1002/int.22593
– ident: ref175
  doi: 10.1016/j.chb.2015.09.009
– volume: 12
  start-page: 14238
  issue: 24
  year: 2017
  ident: ref145
  article-title: Combination of K-means clustering with genetic algorithm: A review
  publication-title: Int. J. Appl. Eng. Res.
– year: 2013
  ident: ref193
  article-title: Comparative study on agile software development methodologies
– ident: ref141
  doi: 10.3390/data5010025
– ident: ref27
  doi: 10.1016/j.eswa.2010.08.064
– year: 2022
  ident: ref33
  article-title: Ceos offer a contrarian view remaining moderately optimistic about company outlook
– ident: ref91
  doi: 10.1109/ACCESS.2020.2976803
– ident: ref220
  doi: 10.1007/978-3-031-10873-0_3
– ident: ref195
  doi: 10.1287/orsc.1110.0677
– ident: ref23
  doi: 10.25300/MISQ/2016/40.2.01
– ident: ref230
  doi: 10.2307/255232
– ident: ref127
  doi: 10.1109/ACCESS.2020.3009626
– ident: ref287
  doi: 10.1007/978-3-540-88851-2_5
– volume: 30
  start-page: 146
  year: 2019
  ident: ref25
  article-title: Integrating qualitative and quantitative factors in supplier selection and performance evaluation
  publication-title: South Afr. J. Ind. Eng.
– ident: ref32
  doi: 10.1002/smr.2242
– ident: ref112
  doi: 10.1016/j.infsof.2020.106366
– ident: ref73
  doi: 10.1109/SEAA.2011.67
– ident: ref204
  doi: 10.1016/s0065-2458(10)80001-4
– ident: ref205
  doi: 10.1016/j.jss.2018.07.035
– ident: ref214
  doi: 10.1097/HMR.0000000000000064
– year: 2018
  ident: ref236
  article-title: Social psychology
  publication-title: Soc. Publishing
– ident: ref267
  doi: 10.3138/jvme.33.2.280
– ident: ref123
  doi: 10.1017/ATSIP.2019.12
– ident: ref289
  doi: 10.1016/j.compeleceng.2016.11.001
– ident: ref89
  doi: 10.1002/smr.2252
– ident: ref150
  doi: 10.1007/978-3-030-50341-3_8
– ident: ref256
  doi: 10.1002/smr.2302
– ident: ref101
  doi: 10.22581/muet1982.2202.15
– ident: ref138
  doi: 10.1109/ACCESS.2022.3164769
– year: 2022
  ident: ref170
  article-title: Business & financeHuman resourcesKey behaviors
– ident: ref250
  doi: 10.1007/s10799-022-00364-w
– year: 2008
  ident: ref246
  article-title: Building response capacity through cross-boundary information sharing: The critical role of trust
– year: 2022
  ident: ref226
  article-title: Organizational practices: Behaviors, actions, habits of employees
– ident: ref169
  doi: 10.1016/j.infsof.2008.09.003
– year: 2020
  ident: ref191
  article-title: Teleworking during the Covid-19 pandemic and beyond: A practical guide
– ident: ref283
  doi: 10.1109/ICIT52682.2021.9491638
– ident: ref15
  doi: 10.1177/0950017018785616
– volume: 3
  start-page: 452
  issue: 2
  year: 2015
  ident: ref237
  article-title: Arduino based weather monitoring system
  publication-title: Int. J. Eng. Res. Gen. Sci.
– volume-title: Natural Language Processing With Python: Analyzing Text With the Natural Language Toolkit
  year: 2009
  ident: ref118
– ident: ref67
  doi: 10.1111/jscm.12145
– volume-title: Proc. Conf. Empirical Methods Natural Lang. Process
  year: 2019
  ident: ref134
  article-title: Sentence-bert: Sentence embeddings using siamese bert-networks
  doi: 10.18653/v1/D19-1410
– ident: ref139
  doi: 10.11591/ijeecs.v18.i1.pp470-477
– ident: ref64
  doi: 10.4018/jitr.2020040105
– ident: ref291
  doi: 10.1016/j.proeng.2015.12.608
– ident: ref281
  doi: 10.1109/ACCESS.2021.3101963
– ident: ref207
  doi: 10.1109/ICGSE-W.2011.24
– ident: ref162
  doi: 10.1109/ICSE.2001.919083
– ident: ref231
  doi: 10.1146/annurev-soc-070308-120008
– volume: 72
  start-page: 22
  issue: 1
  year: 2019
  ident: ref18
  article-title: Correctly valuing the work of the future
  publication-title: J. Int. Affairs
– ident: ref38
  doi: 10.1002/smr.2292
– ident: ref58
  doi: 10.1016/j.infsof.2014.06.002
– ident: ref116
  doi: 10.1162/COLI_a_00247
– ident: ref69
  doi: 10.1371/joumal.pmed1000097
– ident: ref29
  doi: 10.1016/j.asoc.2019.105648
– ident: ref125
  doi: 10.1016/j.procs.2019.11.150
– ident: ref143
  doi: 10.1002/9780470979174
– ident: ref210
  doi: 10.1109/TEM.2013.2285344
– ident: ref68
  doi: 10.1109/TSE.2002.1027796
– ident: ref280
  doi: 10.1016/j.jvb.2009.06.002
– year: 2022
  ident: ref6
  article-title: Apple says Chinas lockdown of iphone city has led to significantly reduced capacity ahead of the holidays
– ident: ref166
  doi: 10.1016/j.infsof.2016.08.002
– ident: ref59
  doi: 10.1016/j.infsof.2017.08.011
– year: 2020
  ident: ref272
  article-title: What are the big 5 personality traits?
– ident: ref92
  doi: 10.1007/978-3-030-50341-3_8
– ident: ref275
  doi: 10.1016/j.jss.2019.110396
– ident: ref20
  doi: 10.1080/00213624.2016.1148469
– ident: ref235
  doi: 10.25300/MISQ/2013/37.2.01
– ident: ref151
  doi: 10.1007/BF00988593
– year: 2018
  ident: ref140
  article-title: Nepali document clustering using k-means, mini-batch k-means, and dbscan
– ident: ref34
  doi: 10.1108/MD-10-2018-1084
– volume: 77
  volume-title: Statistics for Censored Environmental Data Using Minitab and R
  year: 2011
  ident: ref108
  doi: 10.1002/9781118162729
– ident: ref221
  doi: 10.1016/j.autcon.2015.05.007
– ident: ref233
  doi: 10.4135/9781483381503.n1117
– ident: ref85
  doi: 10.1177/2043886920951199
– ident: ref186
  doi: 10.1109/Q-SE52541.2021.00012
– ident: ref77
  doi: 10.1016/j.infsof.2012.05.002
– ident: ref155
  doi: 10.1002/spip.261
– volume: 6
  start-page: 306
  issue: 7
  year: 2016
  ident: ref244
  article-title: The role of requirements in the success or failure of software projects
  publication-title: Int. Rev. Manage. Market.
– ident: ref54
  doi: 10.1007/s00521-014-1771-1
– volume: 5
  start-page: 104
  issue: 3
  year: 2010
  ident: ref152
  article-title: Response interpolation and scale sensitivity: Evidence against 5-point scales
  publication-title: J. Usability Stud.
– ident: ref3
  doi: 10.1016/s0140-6736(20)30185-9
– year: 2020
  ident: ref265
  article-title: Universal codes of media in international political communications: Emerging research and opportunities: Emerging research and opportunities
– ident: ref61
  doi: 10.1177/00222429211030841
– ident: ref284
  doi: 10.1109/ACCESS.2018.2874096
– ident: ref79
  doi: 10.1109/ICGSE.2014.19
– volume: 30
  year: 2017
  ident: ref128
  article-title: Attention is all you need
  publication-title: Adv. Neural Inf. Process. Syst.
– ident: ref165
  doi: 10.1049/iet-sen.2015.0038
– ident: ref274
  doi: 10.1145/3019943.3019992
SSID ssj0014520
Score 2.4199724
Snippet Globalization stimulated a new era of Global Software Development (GSD), followed by the gig economy (GE) phenomenon, which jointly caused considerable...
SourceID proquest
crossref
ieee
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 6291
SubjectTerms Algorithms
Cluster
Clustering
Clustering algorithms
Companies
Context
Contracts
Criteria
criteria selection
Germanium
Gig economy
Globalization
hierarchical structure
Hiring
mind map
Natural language processing
NLP
Organizations
Professionals
sentence embeddings
Skilled workers
SLR
Software
Software algorithms
Software development
Software industry
Systematic review
Title What Matters in Hiring Professionals for Global Software Development? A SLR and NLP Criteria Clustering
URI https://ieeexplore.ieee.org/document/10171124
https://www.proquest.com/docview/3033620874
Volume 71
WOSCitedRecordID wos001025562600001&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: PRVIEE
  databaseName: IEEE Electronic Library (IEL)
  customDbUrl:
  eissn: 1558-0040
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0014520
  issn: 0018-9391
  databaseCode: RIE
  dateStart: 19630101
  isFulltext: true
  titleUrlDefault: https://ieeexplore.ieee.org/
  providerName: IEEE
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3LS8MwGA9ueNCDz4nTKTl48dCtbdKmOckYGztsY7gpu5XmURmMTvbQf98vaTcqouAtkAelvy_fK8nvQ-jBFUIRTaUjtaAO1S5xBKcgyyn45qAxk9QSmL4O2GgUzWZ8XDxWt29htNb28plumqY9y1dLuTWpspYRH_APaAVVGGP5Y639kQENCg5GD3Yw4d7uTNLlrWl32DRlwpvEZ2B--TcbZIuq_NDE1rz0Tv_5YWfopPAjcTsH_hwd6OwCHZfYBS_Rm6HlxsOcQBPPM9yfmw48LrFxrDE4rTgn_scTUMmfyUrj0k2iJ9zGk8EzTjKFR4MxNqURjNDizmJrOBZgwRp66XWnnb5T1FVwJKF845h8hx8KMO6aBF6YqEgGUZRC6KJYIqX0iCcFNLkvVJr6IRE-F4z4qZYwMkzIFapmy0xfI6x4yFQCaoPLhHIWCMFTCU6Z8iEQCRipo9buT8eyIB03tS8WsQ0-XB4DNrHBJi6wqaPH_Yz3nHDjj7E1g0VpXA5DHTV2aMbFllzHYKvBWLsRoze_TLtFR7A6zRMsDVTdrLb6Dh3Kj818vbq30vYFhG3Q-w
linkProvider IEEE
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1bS8MwFD7oFNQH7-K85sEXH7q1TXrJkwxRJnZl6BTfSnOpDKSTXfTve9J2oyIKvgWatCXfybkkOd8BuLCFUFQzaUktmMW0TS3BGcpyhr45asw0KwhMn6MgjsOXF96vktWLXBitdXH5TLdMszjLVyM5M1tlbSM-6B-wZVjxGHOdMl1rcWjAvIqF0cE1TLkzP5W0eXtw02uZQuEt6gZogPk3K1SUVfmhiwsDc7v1z1_bhs3KkySdEvodWNL5LmzU-AX34NUQc5NeSaFJhjnpDs0D0q_xcUwIuq2kpP4nj6iUP9OxJrW7RFekQx6jB5LmisRRn5jiCEZsyfXbzLAs4Av34en2ZnDdtarKCpakjE8ts-Ph-gLNu6ae46cqlF4YZhi8qCCVUjrUkQKb3BUqy1yfCpeLgLqZltjTT-kBNPJRrg-BKO4HKkXFwWXKeOAJwTOJbplyMRTxAtqE9nymE1nRjpvqF29JEX7YPEFsEoNNUmHThMvFiPeScuOPvvsGi1q_EoYmnMzRTKpFOUnQWqO5tsOAHf0y7BzWuoNelER38f0xrOOXWLndcgKN6XimT2FVfkyHk_FZIXlfjbjUQg
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=What+Matters+in+Hiring+Professionals+for+Global+Software+Development%3F+A+SLR+and+NLP+Criteria+Clustering&rft.jtitle=IEEE+transactions+on+engineering+management&rft.au=Santos%2C+Erivelton+Antonio+dos&rft.au=de+Souza%2C+Dalton+Garcia+Borges&rft.au=da+Silva%2C+Carlos+Eduardo+Sanches&rft.date=2024&rft.pub=IEEE&rft.issn=0018-9391&rft.volume=71&rft.spage=6291&rft.epage=6318&rft_id=info:doi/10.1109%2FTEM.2023.3279769&rft.externalDocID=10171124
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0018-9391&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0018-9391&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0018-9391&client=summon