An Indonesian Hoax News Detection System Using Reader Feedback and Naïve Bayes Algorithm

Hoax news in Indonesia spread at an alarming rate. To reduce this, hoax news detection system needs to be created and put into practice. Such a system may use readers’ feedback and Naïve Bayes algorithm, which is used to verify news. Overtime, by using readers’ feedback, database corpus will continu...

Full description

Saved in:
Bibliographic Details
Published inCybernetics and information technologies : CIT Vol. 20; no. 1; pp. 82 - 94
Main Authors Zaman, Badrus, Justitia, Army, Sani, Kretawiweka Nuraga, Purwanti, Endah
Format Journal Article
LanguageEnglish
Published Sofia Sciendo 01.03.2020
De Gruyter Brill Sp. z o.o., Paradigm Publishing Services
Subjects
Hoax news
Indonesian news
Naïve Bayes
reader feedback.s
Online AccessGet full text
ISSN1314-4081
1311-9702
1314-4081
DOI10.2478/cait-2020-0006

Cover

Abstract Hoax news in Indonesia spread at an alarming rate. To reduce this, hoax news detection system needs to be created and put into practice. Such a system may use readers’ feedback and Naïve Bayes algorithm, which is used to verify news. Overtime, by using readers’ feedback, database corpus will continue to grow and could improve system performance. The current research aims to reach this. System performance evaluation is carried out under two conditions ‒ with and without sources (URL). The system is able to detect hoax news very well under both conditions. The highest precision, recall and f-measure values when including URL are 0.91, 1, and 0.95 respectively. Meanwhile, the highest value of precision, recall and f-measure without URL are 0.88, 1 and 0.94, respectively.
AbstractList Hoax news in Indonesia spread at an alarming rate. To reduce this, hoax news detection system needs to be created and put into practice. Such a system may use readers’ feedback and Naïve Bayes algorithm, which is used to verify news. Overtime, by using readers’ feedback, database corpus will continue to grow and could improve system performance. The current research aims to reach this. System performance evaluation is carried out under two conditions ‒ with and without sources (URL). The system is able to detect hoax news very well under both conditions. The highest precision, recall and f-measure values when including URL are 0.91, 1, and 0.95 respectively. Meanwhile, the highest value of precision, recall and f-measure without URL are 0.88, 1 and 0.94, respectively.
Author Justitia, Army
Sani, Kretawiweka Nuraga
Zaman, Badrus
Purwanti, Endah
Author_xml – sequence: 1
  givenname: Badrus
  surname: Zaman
  fullname: Zaman, Badrus
  email: badruszaman@fst.unair.ac.id
  organization: Information System Study Program, Faculty of Science and Technology, Universitas Airlangga, Surabaya, 60115, Indonesia
– sequence: 2
  givenname: Army
  surname: Justitia
  fullname: Justitia, Army
  email: army-j@fst.unair.ac.id
  organization: Information System Study Program, Faculty of Science and Technology, Universitas Airlangga, Surabaya, 60115, Indonesia
– sequence: 3
  givenname: Kretawiweka Nuraga
  surname: Sani
  fullname: Sani, Kretawiweka Nuraga
  email: ekanuraga@gmail.com
  organization: Information System Study Program, Faculty of Science and Technology, Universitas Airlangga, Surabaya, 60115, Indonesia
– sequence: 4
  givenname: Endah
  surname: Purwanti
  fullname: Purwanti, Endah
  email: endahpurwanti@fst.unair.ac.id
  organization: Information System Study Program, Faculty of Science and Technology, Universitas Airlangga, Surabaya, 60115, Indonesia
BookMark eNqFkd9qFDEUhwepYK299Trg9bT5O5PBq7Vau1AqqL3wKpxkzq5ZZ5M1yVr3qXwIX8wZR1REMQRyCOf7OPnlYXUUYsCqeszoGZetPnfgS80ppzWltLlXHTPBZC2pZke_1Q-q05w3YweVnWBaHVfvFoEsQz_KsodAriJ8Jjd4l8lzLOiKj4G8OeSCW3KbfViT1wg9JnKJ2FtwHwiEntzA1y-fkDyDA2ayGNYx-fJ--6i6v4Ih4-mP86S6vXzx9uKqvn71cnmxuK6d5KrUUlrE1vVdTzmDVds0tFXIuLXYWtH11mnU41INdJIzhZKisMJphw6lasVJtZy9fYSN2SW_hXQwEbz5fhHT2kAq3g1oJGprx91wbCRrNKBCq1nHaKeFU2J0nc-ufdjB4Q6G4aeQUTMFbaagzRS0mYIeiSczsUvx4x5zMZu4T2F8sBFMKSo4p5P3bO5yKeaccPV_rfwDcL7A9B0lgR_-jT2dsXH0gqnHddofxuLXUH8HOWWai28yWLLi
CitedBy_id crossref_primary_10_2478_cait_2024_0007
crossref_primary_10_1155_2022_2500772
Cites_doi 10.1016/j.jksuci.2016.04.001
10.1109/ICTS.2017.8265649
10.1016/S0002-8223(01)00117-1
10.22146/ijccs.2019
10.1017/S1351324909005129
10.2478/cait-2018-0002
10.1109/UKRCON.2017.8100379
10.1016/j.procs.2017.10.017
10.2478/cait-2012-0011
10.1016/j.ifacol.2015.11.230
10.1016/S1361-3723(02)01104-1
10.4304/jcp.9.2.441-446
10.1016/j.neucom.2018.07.002
10.1109/ICCISci.2012.6297242
10.1109/ICITACEE.2017.8257673
10.1063/1.4994430
10.1016/j.knosys.2016.05.001
10.1007/978-3-642-41278-3_74
10.1007/978-3-642-04595-0_39
10.1016/B978-0-12-381479-1.00003-4
ContentType Journal Article
Copyright 2020. This work is published under http://creativecommons.org/licenses/by-nc-nd/3.0 (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
Copyright_xml – notice: 2020. This work is published under http://creativecommons.org/licenses/by-nc-nd/3.0 (the “License”). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.
DBID AAYXX
CITATION
ABUWG
AFKRA
AZQEC
BENPR
CCPQU
DWQXO
PHGZM
PHGZT
PIMPY
PKEHL
PQEST
PQQKQ
PQUKI
PRINS
ADTOC
UNPAY
DOA
DOI 10.2478/cait-2020-0006
DatabaseName CrossRef
ProQuest Central (Alumni)
ProQuest Central UK/Ireland
ProQuest Central Essentials
ProQuest Central
ProQuest One Community College
ProQuest Central
ProQuest Central Premium
ProQuest One Academic
Publicly Available Content Database (Proquest)
ProQuest One Academic Middle East (New)
ProQuest One Academic Eastern Edition (DO NOT USE)
ProQuest One Academic
ProQuest One Academic UKI Edition
ProQuest Central China
Unpaywall for CDI: Periodical Content
Unpaywall
DOAJ Directory of Open Access Journals
DatabaseTitle CrossRef
Publicly Available Content Database
ProQuest One Academic Middle East (New)
ProQuest Central Essentials
ProQuest One Academic Eastern Edition
ProQuest Central (Alumni Edition)
ProQuest One Community College
ProQuest Central China
ProQuest Central
ProQuest One Academic UKI Edition
ProQuest Central Korea
ProQuest Central (New)
ProQuest One Academic
ProQuest One Academic (New)
DatabaseTitleList CrossRef


Publicly Available Content Database
Database_xml – sequence: 1
  dbid: DOA
  name: DOAJ Directory of Open Access Journals
  url: https://www.doaj.org/
  sourceTypes: Open Website
– sequence: 2
  dbid: UNPAY
  name: Unpaywall
  url: https://proxy.k.utb.cz/login?url=https://unpaywall.org/
  sourceTypes: Open Access Repository
– sequence: 3
  dbid: BENPR
  name: ProQuest Central
  url: http://www.proquest.com/pqcentral?accountid=15518
  sourceTypes: Aggregation Database
DeliveryMethod fulltext_linktorsrc
Discipline Sciences (General)
EISSN 1314-4081
EndPage 94
ExternalDocumentID oai_doaj_org_article_4e8bb8bb62e64168ae5eb81910983c53
10.2478/cait-2020-0006
10_2478_cait_2020_0006
10_2478_cait_2020_000620182
GroupedDBID 0R~
4.4
5VS
9WM
AATOW
ABFKT
ACGFS
ADBBV
ADBLJ
AFKRA
AHGSO
ALMA_UNASSIGNED_HOLDINGS
BCNDV
BENPR
CCPQU
E0C
EBS
GROUPED_DOAJ
HZ~
J9A
KQ8
O9-
OK1
P2P
PHGZM
PHGZT
PIMPY
QD8
RNS
SA.
SLJYH
AAYXX
CITATION
PUEGO
ABUWG
AZQEC
DWQXO
PKEHL
PQEST
PQQKQ
PQUKI
PRINS
9-L
ADTOC
AIKXB
EJD
UNPAY
ID FETCH-LOGICAL-c425t-44bee7cd9d021af766075e12bbe7b39dbc8e888856a94215e40e3b3c8cece4573
IEDL.DBID DOA
ISSN 1314-4081
1311-9702
IngestDate Tue Oct 14 18:56:57 EDT 2025
Sun Sep 07 10:46:50 EDT 2025
Sun Oct 19 01:30:16 EDT 2025
Wed Oct 01 05:07:23 EDT 2025
Thu Apr 24 23:03:35 EDT 2025
Tue Oct 21 12:50:20 EDT 2025
IsDoiOpenAccess true
IsOpenAccess true
IsPeerReviewed true
IsScholarly true
Issue 1
Language English
License This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.
http://creativecommons.org/licenses/by-nc-nd/3.0
cc-by-nc-nd
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c425t-44bee7cd9d021af766075e12bbe7b39dbc8e888856a94215e40e3b3c8cece4573
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
OpenAccessLink https://doaj.org/article/4e8bb8bb62e64168ae5eb81910983c53
PQID 3155032203
PQPubID 6783493
PageCount 13
ParticipantIDs doaj_primary_oai_doaj_org_article_4e8bb8bb62e64168ae5eb81910983c53
unpaywall_primary_10_2478_cait_2020_0006
proquest_journals_3155032203
crossref_primary_10_2478_cait_2020_0006
crossref_citationtrail_10_2478_cait_2020_0006
walterdegruyter_journals_10_2478_cait_2020_000620182
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2020-03-01
PublicationDateYYYYMMDD 2020-03-01
PublicationDate_xml – month: 03
  year: 2020
  text: 2020-03-01
  day: 01
PublicationDecade 2020
PublicationPlace Sofia
PublicationPlace_xml – name: Sofia
PublicationTitle Cybernetics and information technologies : CIT
PublicationYear 2020
Publisher Sciendo
De Gruyter Brill Sp. z o.o., Paradigm Publishing Services
Publisher_xml – name: Sciendo
– name: De Gruyter Brill Sp. z o.o., Paradigm Publishing Services
References 2024050201394671173_j_cait-2020-0006_ref_003_w2aab3b7c11b1b6b1ab1ab3Aa
2024050201394671173_j_cait-2020-0006_ref_029_w2aab3b7c11b1b6b1ab1ac29Aa
2024050201394671173_j_cait-2020-0006_ref_024_w2aab3b7c11b1b6b1ab1ac24Aa
2024050201394671173_j_cait-2020-0006_ref_033_w2aab3b7c11b1b6b1ab1ac33Aa
2024050201394671173_j_cait-2020-0006_ref_015_w2aab3b7c11b1b6b1ab1ac15Aa
2024050201394671173_j_cait-2020-0006_ref_020_w2aab3b7c11b1b6b1ab1ac20Aa
2024050201394671173_j_cait-2020-0006_ref_011_w2aab3b7c11b1b6b1ab1ac11Aa
2024050201394671173_j_cait-2020-0006_ref_007_w2aab3b7c11b1b6b1ab1ab7Aa
2024050201394671173_j_cait-2020-0006_ref_004_w2aab3b7c11b1b6b1ab1ab4Aa
2024050201394671173_j_cait-2020-0006_ref_025_w2aab3b7c11b1b6b1ab1ac25Aa
2024050201394671173_j_cait-2020-0006_ref_016_w2aab3b7c11b1b6b1ab1ac16Aa
2024050201394671173_j_cait-2020-0006_ref_008_w2aab3b7c11b1b6b1ab1ab8Aa
2024050201394671173_j_cait-2020-0006_ref_021_w2aab3b7c11b1b6b1ab1ac21Aa
2024050201394671173_j_cait-2020-0006_ref_030_w2aab3b7c11b1b6b1ab1ac30Aa
2024050201394671173_j_cait-2020-0006_ref_012_w2aab3b7c11b1b6b1ab1ac12Aa
2024050201394671173_j_cait-2020-0006_ref_001_w2aab3b7c11b1b6b1ab1ab1Aa
2024050201394671173_j_cait-2020-0006_ref_005_w2aab3b7c11b1b6b1ab1ab5Aa
2024050201394671173_j_cait-2020-0006_ref_018_w2aab3b7c11b1b6b1ab1ac18Aa
2024050201394671173_j_cait-2020-0006_ref_027_w2aab3b7c11b1b6b1ab1ac27Aa
2024050201394671173_j_cait-2020-0006_ref_009_w2aab3b7c11b1b6b1ab1ab9Aa
2024050201394671173_j_cait-2020-0006_ref_026_w2aab3b7c11b1b6b1ab1ac26Aa
2024050201394671173_j_cait-2020-0006_ref_017_w2aab3b7c11b1b6b1ab1ac17Aa
2024050201394671173_j_cait-2020-0006_ref_002_w2aab3b7c11b1b6b1ab1ab2Aa
2024050201394671173_j_cait-2020-0006_ref_022_w2aab3b7c11b1b6b1ab1ac22Aa
2024050201394671173_j_cait-2020-0006_ref_031_w2aab3b7c11b1b6b1ab1ac31Aa
2024050201394671173_j_cait-2020-0006_ref_013_w2aab3b7c11b1b6b1ab1ac13Aa
2024050201394671173_j_cait-2020-0006_ref_019_w2aab3b7c11b1b6b1ab1ac19Aa
2024050201394671173_j_cait-2020-0006_ref_028_w2aab3b7c11b1b6b1ab1ac28Aa
2024050201394671173_j_cait-2020-0006_ref_014_w2aab3b7c11b1b6b1ab1ac14Aa
2024050201394671173_j_cait-2020-0006_ref_010_w2aab3b7c11b1b6b1ab1ac10Aa
2024050201394671173_j_cait-2020-0006_ref_006_w2aab3b7c11b1b6b1ab1ab6Aa
2024050201394671173_j_cait-2020-0006_ref_023_w2aab3b7c11b1b6b1ab1ac23Aa
2024050201394671173_j_cait-2020-0006_ref_032_w2aab3b7c11b1b6b1ab1ac32Aa
References_xml – ident: 2024050201394671173_j_cait-2020-0006_ref_013_w2aab3b7c11b1b6b1ab1ac13Aa
– ident: 2024050201394671173_j_cait-2020-0006_ref_025_w2aab3b7c11b1b6b1ab1ac25Aa
  doi: 10.1016/j.jksuci.2016.04.001
– ident: 2024050201394671173_j_cait-2020-0006_ref_012_w2aab3b7c11b1b6b1ab1ac12Aa
  doi: 10.1109/ICTS.2017.8265649
– ident: 2024050201394671173_j_cait-2020-0006_ref_007_w2aab3b7c11b1b6b1ab1ab7Aa
  doi: 10.1016/S0002-8223(01)00117-1
– ident: 2024050201394671173_j_cait-2020-0006_ref_003_w2aab3b7c11b1b6b1ab1ab3Aa
– ident: 2024050201394671173_j_cait-2020-0006_ref_010_w2aab3b7c11b1b6b1ab1ac10Aa
– ident: 2024050201394671173_j_cait-2020-0006_ref_033_w2aab3b7c11b1b6b1ab1ac33Aa
  doi: 10.22146/ijccs.2019
– ident: 2024050201394671173_j_cait-2020-0006_ref_001_w2aab3b7c11b1b6b1ab1ab1Aa
– ident: 2024050201394671173_j_cait-2020-0006_ref_020_w2aab3b7c11b1b6b1ab1ac20Aa
  doi: 10.1017/S1351324909005129
– ident: 2024050201394671173_j_cait-2020-0006_ref_018_w2aab3b7c11b1b6b1ab1ac18Aa
  doi: 10.2478/cait-2018-0002
– ident: 2024050201394671173_j_cait-2020-0006_ref_017_w2aab3b7c11b1b6b1ab1ac17Aa
  doi: 10.1109/UKRCON.2017.8100379
– ident: 2024050201394671173_j_cait-2020-0006_ref_016_w2aab3b7c11b1b6b1ab1ac16Aa
  doi: 10.1016/j.procs.2017.10.017
– ident: 2024050201394671173_j_cait-2020-0006_ref_021_w2aab3b7c11b1b6b1ab1ac21Aa
  doi: 10.2478/cait-2012-0011
– ident: 2024050201394671173_j_cait-2020-0006_ref_006_w2aab3b7c11b1b6b1ab1ab6Aa
– ident: 2024050201394671173_j_cait-2020-0006_ref_029_w2aab3b7c11b1b6b1ab1ac29Aa
  doi: 10.1016/j.ifacol.2015.11.230
– ident: 2024050201394671173_j_cait-2020-0006_ref_027_w2aab3b7c11b1b6b1ab1ac27Aa
– ident: 2024050201394671173_j_cait-2020-0006_ref_004_w2aab3b7c11b1b6b1ab1ab4Aa
  doi: 10.1016/S1361-3723(02)01104-1
– ident: 2024050201394671173_j_cait-2020-0006_ref_009_w2aab3b7c11b1b6b1ab1ab9Aa
  doi: 10.4304/jcp.9.2.441-446
– ident: 2024050201394671173_j_cait-2020-0006_ref_015_w2aab3b7c11b1b6b1ab1ac15Aa
  doi: 10.1016/j.neucom.2018.07.002
– ident: 2024050201394671173_j_cait-2020-0006_ref_026_w2aab3b7c11b1b6b1ab1ac26Aa
– ident: 2024050201394671173_j_cait-2020-0006_ref_032_w2aab3b7c11b1b6b1ab1ac32Aa
– ident: 2024050201394671173_j_cait-2020-0006_ref_031_w2aab3b7c11b1b6b1ab1ac31Aa
– ident: 2024050201394671173_j_cait-2020-0006_ref_008_w2aab3b7c11b1b6b1ab1ab8Aa
  doi: 10.1109/ICCISci.2012.6297242
– ident: 2024050201394671173_j_cait-2020-0006_ref_030_w2aab3b7c11b1b6b1ab1ac30Aa
– ident: 2024050201394671173_j_cait-2020-0006_ref_023_w2aab3b7c11b1b6b1ab1ac23Aa
– ident: 2024050201394671173_j_cait-2020-0006_ref_011_w2aab3b7c11b1b6b1ab1ac11Aa
  doi: 10.1109/ICITACEE.2017.8257673
– ident: 2024050201394671173_j_cait-2020-0006_ref_019_w2aab3b7c11b1b6b1ab1ac19Aa
  doi: 10.1063/1.4994430
– ident: 2024050201394671173_j_cait-2020-0006_ref_022_w2aab3b7c11b1b6b1ab1ac22Aa
– ident: 2024050201394671173_j_cait-2020-0006_ref_005_w2aab3b7c11b1b6b1ab1ab5Aa
  doi: 10.1016/j.knosys.2016.05.001
– ident: 2024050201394671173_j_cait-2020-0006_ref_024_w2aab3b7c11b1b6b1ab1ac24Aa
  doi: 10.1007/978-3-642-41278-3_74
– ident: 2024050201394671173_j_cait-2020-0006_ref_002_w2aab3b7c11b1b6b1ab1ab2Aa
  doi: 10.1007/978-3-642-04595-0_39
– ident: 2024050201394671173_j_cait-2020-0006_ref_014_w2aab3b7c11b1b6b1ab1ac14Aa
– ident: 2024050201394671173_j_cait-2020-0006_ref_028_w2aab3b7c11b1b6b1ab1ac28Aa
  doi: 10.1016/B978-0-12-381479-1.00003-4
SSID ssj0000493185
Score 2.2698698
Snippet Hoax news in Indonesia spread at an alarming rate. To reduce this, hoax news detection system needs to be created and put into practice. Such a system may use...
SourceID doaj
unpaywall
proquest
crossref
walterdegruyter
SourceType Open Website
Open Access Repository
Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 82
SubjectTerms Hoax news
Indonesian news
Naïve Bayes
reader feedback.s
SummonAdditionalLinks – databaseName: ProQuest Central
  dbid: BENPR
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwhV1fb9MwELdG9wA8TIw_ojCQH5AYD9Eax3GcB4RaWFWQqNDEpPEUnZ1rQZS0dCmjn4oPwRfjzk06DfFHylPkWFbuzv6d7-53Qjyx1ugYYh8BTkpyUNwkgtTYaIIZxErlmAcynbdjMzrVb87Ssx0xbmthOK2y3RPDRl3OPd-RHyWMpUn7esmLxdeIu0ZxdLVtoQFNa4XyeaAYuyZ2FTNjdcTu4Hj87mR760J4mMuFgxcWx1GecXoPMzkqndkjD59qUhsVaq3NlZMqEPpfQaHXV9UC1hcwm90Uexchtl3idLla120sNRxRw1tir8GWsr9Rhn2xg9Vtsd9Y77k8bCimn90RH_qVfM19PJBrKOVoDt8lb3fyFdYhN6uSGypzGVIK5ElIeJZDOuoc-M8SqlKO4eePbygHsKa5-7Mp_az645e74nR4_P7lKGqaLESezLWOtHaImS_zkk57mGTGEIjAWDmHmUvy0nmL5CXb1ECuCR-g7mHiEm89etRpltwTnYqWe19ICyQdq2JvADUhg9ynHpVLETKFzk-6Imp_aOEbBnJuhDEryBNhARQsgIIFwDFx0xVPt-MXG-6Nv44csHy2o5gzO7yYL6dFY4KFRuscPUYh6aexgCk69ld7uU18mnTFQSvdojHk8-JS7bricCvx_y5H_6YQlxP--QuCYVY9-PcCHoobG93kBLgD0amXK3xEiKh2jxs1_wXOagik
  priority: 102
  providerName: ProQuest
– databaseName: Unpaywall
  dbid: UNPAY
  link: http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1Lb9QwELZgewAOLeUhthTkAxLlkLLxK85xCywLEiuEWKk9RbYzKVW3abXNUpY_1R_RP9ax411oVVSknBLHr5mxv9GMPxPySmslUpO6xEBVooNiq8RIpZMKMpMylkMeyHS-jNRwLD7vyt2YIOvPwvwVv2ci02-dOWhQkiwcf1Z3yYqSiLk7ZGU8-trfC95UmiZ51iYX8lRgezpt2RlvqODK7hNI-q8gy3uz-sTMz8xk8oCsnoV4dQn709m8WcRHw7YzWCMfFx1us00Ot2eN3Xa_r3E53j6ih2Q1Ik_ab1VlndyB-hFZj7Z9SrciAfWbx2SvX9NP_pYP8Ccs6fDY_KJ-MaTvoQmZWzVtic5pSDig30I6NB3gRmiNO6SmLunIXJz_BLpj5lh3f7J_PD1ofhw9IePBh-_vhkm8giFxaMxNIoQFyFyZl4gFTJUphRADUmYtZJbnpXUa0IfWUplcIHoA0QNuudMOHAiZ8aekU2N3nxGqDetxzVKnDAjEDbmTDpiVYDIG1lVdkixEU7jIT-6vyZgU6Kf4mSv8zBV-5nzEXHXJ62X5k5aZ458ld7ykl6U8o3Z4gWIpooEWArS1-CgGqL1KG5BgvTfbyzV3knfJ5kJPimjmpwX3Dh4uiT38vLXUnVu7I66p1p8Kb_4DQZpmG__fwnNyv1Uwnyq3STrNdAYvEDs19mU0nEuZaRHq
  priority: 102
  providerName: Unpaywall
Title An Indonesian Hoax News Detection System Using Reader Feedback and Naïve Bayes Algorithm
URI https://www.degruyter.com/doi/10.2478/cait-2020-0006
https://www.proquest.com/docview/3155032203
https://doi.org/10.2478/cait-2020-0006
https://doaj.org/article/4e8bb8bb62e64168ae5eb81910983c53
UnpaywallVersion publishedVersion
Volume 20
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVAFT
  databaseName: Open Access Digital Library
  customDbUrl:
  eissn: 1314-4081
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000493185
  issn: 1311-9702
  databaseCode: KQ8
  dateStart: 20130313
  isFulltext: true
  titleUrlDefault: http://grweb.coalliance.org/oadl/oadl.html
  providerName: Colorado Alliance of Research Libraries
– providerCode: PRVAFT
  databaseName: Open Access Digital Library
  customDbUrl:
  eissn: 1314-4081
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000493185
  issn: 1311-9702
  databaseCode: KQ8
  dateStart: 20010101
  isFulltext: true
  titleUrlDefault: http://grweb.coalliance.org/oadl/oadl.html
  providerName: Colorado Alliance of Research Libraries
– providerCode: PRVAON
  databaseName: DOAJ Directory of Open Access Journals
  customDbUrl:
  eissn: 1314-4081
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000493185
  issn: 1311-9702
  databaseCode: DOA
  dateStart: 20120101
  isFulltext: true
  titleUrlDefault: https://www.doaj.org/
  providerName: Directory of Open Access Journals
– providerCode: PRVPQU
  databaseName: ProQuest Central
  customDbUrl: http://www.proquest.com/pqcentral?accountid=15518
  eissn: 1314-4081
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000493185
  issn: 1311-9702
  databaseCode: BENPR
  dateStart: 20120101
  isFulltext: true
  titleUrlDefault: https://www.proquest.com/central
  providerName: ProQuest
– providerCode: PRVJWN
  databaseName: De Gruyter Open(OpenAccess)
  customDbUrl:
  eissn: 1314-4081
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000493185
  issn: 1311-9702
  databaseCode: 9WM
  dateStart: 20120313
  isFulltext: true
  titleUrlDefault: https://content.sciendo.com/
  providerName: Sciendo
– providerCode: PRVJWN
  databaseName: Sciendo:Open Access
  customDbUrl:
  eissn: 1314-4081
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000493185
  issn: 1311-9702
  databaseCode: ADBLJ
  dateStart: 20130301
  isFulltext: true
  titleUrlDefault: https://www.sciendo.com/
  providerName: Sciendo
– providerCode: PRVAZK
  databaseName: De Gruyter Open Access - NESLi2
  customDbUrl:
  eissn: 1314-4081
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000493185
  issn: 1311-9702
  databaseCode: E0C
  dateStart: 20130313
  isFulltext: true
  titleUrlDefault: https://www.degruyterbrill.com
  providerName: Walter de Gruyter
– providerCode: PRVAZK
  databaseName: Walter De Gruyter: Open Access Journals
  customDbUrl:
  eissn: 1314-4081
  dateEnd: 99991231
  omitProxy: true
  ssIdentifier: ssj0000493185
  issn: 1311-9702
  databaseCode: AHGSO
  dateStart: 20120313
  isFulltext: true
  titleUrlDefault: https://www.degruyterbrill.com
  providerName: Walter de Gruyter
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV3NTtwwELYqemh7QKU_6gJFPlQqPUQkjuM4x2xhtaB2hVBXglM0diaUsgS0ZEv3qfoQfTHGTnYLVSsulSJFcZyR45nxzMjjbxh7p7WSEUQ2AKxKClBMFUCidFBhCpEQGWYeTOfzSA3H8uA4Ob5T6svlhLXwwO3E7UjUxtClBBJVpQETNC7KCDMd28TjfIY6uxNMfWv9XncsuEVpFDLVOxbOGhIJ4c9Rq3tWyIP13_Mwn8zqK5jfwGTyjK3e-H3rEk-ns3mz2Cf15mfwnK12fiPP2_GusUdYv2BrnWZe8-0OPvrDS3aS13zf1ehAdz6SDy_hB3dLGd_Fxudd1byFKec-XYAf-WRmPiAzZsCec6hLPoJfP78j78OcaOeT08vpWfP14hUbD_a-fBwGXQGFwJIqNoGUBjG1ZVaSJYcqVYocBIyEMZiaOCuN1UgRsE4UZJJsP8oQYxNbbdGiTNL4NVupabhvGNcgwliLyCpASVY_s4lFYRKEVKCxVY8FiwktbIcu7opcTAqKMhwDCseAwjHA7XerHnu_7H_V4mr8s2ff8WfZy-Fh-waSkqKTkuIhKemxzQV3i05Jr4vYhWe0oIX0envJ8QeHI_8QiN8E__4FuVharP-Pv9hgT1sJdilwm2ylmc7wLflEjdlij_Pd_qcDuvf3RodHW14d6Gk8OsxPbgH3_Q2H
linkProvider Directory of Open Access Journals
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwtV1Nb9MwGLbGdhgcJsaHKAzwAcQ4RGscx3EOE2rZqpZtFZo2aZyC7bwpiJKWNqX0V_EPuPDHeO06nYb4OE3KKXIsK8_j98N-Pwh5JqXgoQpNoKDI0UHRRaBiIYMCEhUylkLqiumc9EX3nL-5iC_WyI86F8aGVdYy0QnqfGTsGfleZG1pZF8zejX-EtiuUfZ2tW6hoXxrhXzflRjziR1HsJijCzfd7x0g3s8Z6xyeve4GvstAYJCvVcC5BkhMnuao7lSRCIFaFEKmNSQ6SnNtJKCbKGOhUo4KEngTIh0ZacAAj5MI571BNnjEU3T-NtqH_benq1MetL9terLz-sIwSBMbTmQrRzKeyD2jPlZIU-Zyu8UVzegaCFyxejdn5Vgt5mo4vEW25u4uPYfBZLao6rtbpxI7t8mWt2Vpa0m-bbIG5R2y7aXFlO76ktYv75J3rZL2bN8QsDmbtDtS36gVr_QAKhcLVtJl6XTqQhjoqQuwph1UrVqZT1SVOe2rn9-_Am2rBc7dGg4QnOrD53vk_Fp-932yXuJyHxAqFbJBstAIBRwtkdTEBpiOQSUMtCkaJKh_aGZ8xXPbeGOYoedjAcgsAJkFwN7BiwZ5sRo_Xtb6-OvItsVnNcrW6HYvRpNB5rd8xkFqjY9ggPtBSAUxaOsfN1MZmThqkJ0a3cwLjml2SfMG2V0h_t_l8N8IcTnhn79As0-yh_9ewFOy2T07Oc6Oe_2jR-Tmkqc2-G6HrFeTGTxGa6zSTzzlKXl_3bvsF3m-RkI
linkToPdf http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3db9MwELegk_h4mBgfojDAD0iMh2iNYzvOY8coHR8FAZPGk2U7lzKtS6suZfSv4o_gH-PsuEVDQ0hIeUpsK8rvzneXu_uZkKdKSZ6a1CUGqhIDFFslRkiVVJCblLECikCm824kh4f89ZE4ioGi74UJ-34ZspW7s7IKpco8V7vOHDeIKAtt0PIq2fA87KJDNvrDV5_er_-qoL_r24FbdsZLJl6wPoGk_4JneX1Rz8zy3EwmN8nmechXlzCeL5bNKj8azM7gFtmM_iLttwBvkStQ3yZbUSPP6E6kjX5-h3zp1_TAn80Bvi-SDqfmO_VbGN2HJtRb1bSlJ6ehTIB-DEXMdIDmyxp3Qk1d0pH5-eMb0D2zxLX7k_F0ftx8Pb1LDgcvP78YJvHghMShCjYJ5xYgd2VRogU3VS4lOgaQMmsht1lRWqcAI18lpCk42nzgPchs5pQDB1zk2T3SqfF17xOqDOtliqVOGuBo7QsnHDArwOQMrKu6JFl9UO0iq7g_3GKiMbrwAGgPgPYA-Dy37JJn6_Gzlk_jryP3PD7rUZ4HO9yYzsc6qpXmoKzFSzJAmZPKgADrY9BeoTInsi7ZXqGro3Ke6cyHZbiR9fDxzhrxf74O_0Mgfi94-Qx0rRR78H_TnpBrH_YH-u3B6M1DcqMVX1_3tk06zXwBj9ARauzjKP2_AParA7c
linkToUnpaywall http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1Lb9QwELZgewAOLeUhthTkAxLlkLLxK85xCywLEiuEWKk9RbYzKVW3abXNUpY_1R_RP9ax411oVVSknBLHr5mxv9GMPxPySmslUpO6xEBVooNiq8RIpZMKMpMylkMeyHS-jNRwLD7vyt2YIOvPwvwVv2ci02-dOWhQkiwcf1Z3yYqSiLk7ZGU8-trfC95UmiZ51iYX8lRgezpt2RlvqODK7hNI-q8gy3uz-sTMz8xk8oCsnoV4dQn709m8WcRHw7YzWCMfFx1us00Ot2eN3Xa_r3E53j6ih2Q1Ik_ab1VlndyB-hFZj7Z9SrciAfWbx2SvX9NP_pYP8Ccs6fDY_KJ-MaTvoQmZWzVtic5pSDig30I6NB3gRmiNO6SmLunIXJz_BLpj5lh3f7J_PD1ofhw9IePBh-_vhkm8giFxaMxNIoQFyFyZl4gFTJUphRADUmYtZJbnpXUa0IfWUplcIHoA0QNuudMOHAiZ8aekU2N3nxGqDetxzVKnDAjEDbmTDpiVYDIG1lVdkixEU7jIT-6vyZgU6Kf4mSv8zBV-5nzEXHXJ62X5k5aZ458ld7ykl6U8o3Z4gWIpooEWArS1-CgGqL1KG5BgvTfbyzV3knfJ5kJPimjmpwX3Dh4uiT38vLXUnVu7I66p1p8Kb_4DQZpmG__fwnNyv1Uwnyq3STrNdAYvEDs19mU0nEuZaRHq
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=An+Indonesian+Hoax+News+Detection+System+Using+Reader+Feedback+and+Na%C3%AFve+Bayes+Algorithm&rft.jtitle=Cybernetics+and+information+technologies+%3A+CIT&rft.au=Zaman%2C+Badrus&rft.au=Justitia%2C+Army&rft.au=Sani%2C+Kretawiweka+Nuraga&rft.au=Purwanti%2C+Endah&rft.date=2020-03-01&rft.issn=1314-4081&rft.eissn=1314-4081&rft.volume=20&rft.issue=1&rft.spage=82&rft.epage=94&rft_id=info:doi/10.2478%2Fcait-2020-0006&rft.externalDBID=n%2Fa&rft.externalDocID=10_2478_cait_2020_0006
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1314-4081&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1314-4081&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1314-4081&client=summon