10.46243/jstj.2017.v2.i3.145 registered
Deducing Private Information from Social NetworkUsing Unified Classification
Resolves to https://www.jst.org.in/index.php/pub/article/view/145
Held by Longman Publishers (India) · prefix 10.46243 live · DOI address https://doi.org/10.46243/jstj.2017.v2.i3.145
Registered 29 Sep 2026 via crossref · record version 2 · last change 29 Sep 2026, 11:59 PM · record sha256 40b97f127eda5e75…
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What the DOI identifies
JournalArticle — an article in a journal · Digital · Visual · en
Deducing Private Information from Social NetworkUsing Unified Classification (PrincipalTitle)
Published 2017-05-11
Part of Journal of Science & Technology · ISSN 2456-5660 · volume 02 · issue 03 · pages 41–46
Agents
- T Hima Bindu (author)
- Longman Publishers (publisher)
Identifiers DOI 10.46243/jstj.2017.v2.i3.145
Abstract
Online social networks are used by many people. These Social networks allowtheir users to connect bymeans of various link types in which the network gives an opportunity for people to list details about themselves that are relevant to the nature of the network. Here there is a chance of inference when user released some personal information in the network. Social network is represented as graph structure in which nodes and edges denotes user’s of network and relationship links with friends. In this paper, the social network data has been classified with the help of collective classification (both node and link classification) method. Using the collective classification method the system could infer more sensitive information from the network with high accuracy. In collective classification method, it involves three components called local classifier, relational classifier and collective inference. From this experiments conducted in this research work, it is observed that the proposed work provide better classification accuracy due to the application of collective classification method in link analysis.
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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/jstj.2017.v2.i3.145 | doi |
| Referent Type referentType | Creation | referent |
| Referent Sub-Type referentSubType | JournalArticle — an article in a journal | type |
| Referent Name(s) referentName(s) | Deducing Private Information from Social NetworkUsing Unified Classification (PrincipalTitle, en) | titles |
| Basic Metadata basicMetadata | author: T Hima Bindu publisher: Longman Publishers published: 2017-05-11 part of: Journal of Science & Technology · ISSN 2456-5660 · vol. 02 · no. 03 · pp. 41–46 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 | 2026-09-07 | 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) | 80 fields set · sha256 9328148529f0… |
| 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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