10.46243/jst.2023.v8.i04.pp32-39 registered
DNN based fake news identification and analysis
Resolves to https://www.jst.org.in/index.php/pub/article/view/691
Held by Longman Publishers (India) · prefix 10.46243 live · DOI address https://doi.org/10.46243/jst.2023.v8.i04.pp32-39
Registered 29 Sep 2026 via crossref · record version 2 · last change 29 Sep 2026, 11:59 PM · record sha256 9cd6269aa6cb4102…
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What the DOI identifies
JournalArticle — an article in a journal · Digital · Visual · en
DNN based fake news identification and analysis (PrincipalTitle)
Published 2023-10-04
Part of Journal of Science & Technology · ISSN 2456-5660 · volume 8 · issue 4 · pages 32–39
Agents
- Dr.S.Suresh Dr.S.Suresh (author)
- Longman Publishers (publisher)
Identifiers DOI 10.46243/jst.2023.v8.i04.pp32-39
Abstract
In this project we show an approach for detecting fake statements made by public figures by means of artificial intelligence. Several approaches were implemented as a software system and tested against a data set of statements. The best achieved result in binary classification problem (true or false statement) is 86%. The results may be improved in several ways that are described in the article as well. The progress in modern informational technologies brings us to the era where information is as accessible as ever. It is possible to find the answers to the questions we are interested in a matter of seconds. Availability of mobile devices makes it even more convenient for the users. This factor changed the way of how people get the news information a lot. Every mainstream mass media has its own online portal, Facebook account, Twitter account etc., so people can access news information really quickly
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Each element by the standard's name (Annex B: reference elements, then administrative) and the Handbook's (in grey), read off the record above.
| Element | Value | In the record |
|---|---|---|
| DOI Name DOI name | 10.46243/jst.2023.v8.i04.pp32-39 | doi |
| Referent Type referentType | Creation | referent |
| Referent Sub-Type referentSubType | JournalArticle — an article in a journal | type |
| Referent Name(s) referentName(s) | DNN based fake news identification and analysis (PrincipalTitle, en) | titles |
| Basic Metadata basicMetadata | author: Dr.S.Suresh Dr.S.Suresh publisher: Longman Publishers published: 2023-10-04 part of: Journal of Science & Technology · ISSN 2456-5660 · vol. 8 · no. 4 · pp. 32–39 language: en form: Digital · Visual · Language | agents, dates, container, language, structural_type, modes, characters |
| Referent Identifier(s) alternateIdentifier(s) | none besides the DOI | identifiers, relations (IsSameAs) |
| Registration Authority registrationAuthorityCode | Crossref — issued by Crossref (member 25296); held here as a copy | record.source_agency (our code, ra_doi_name, for names issued here once appointed) |
| Created Date issueDate | 2024-02-16 | record.registered (when the DOI name was first registered) |
| relatedIdentifiers | none needed — the descriptive metadata is in this record | container, relations (only where the descriptive metadata lives at another identifier) |
complete Every System Metadata element is here, with the basic metadata a journal article needs.
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History — the ledger
Every change to this DOI, in order, as it was recorded. Entries are only ever added, never changed or removed.
| # | When | What | By | Changes |
|---|---|---|---|---|
| 1 | 29 Sep 2026, 10:00 PM | register registered at Crossref; record read from api.crossref.org | Administrator (admin) | 60 fields set · sha256 5a4629e35992… |
| 2 | 29 Sep 2026, 11:59 PM | update record re-read from api.crossref.org | Administrator (admin) | container.titles.0.value: |
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