Change search
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf
Klassificering av e-post – En undersökning av handledda klassificeringsmetoder.
KTH, School of Computer Science and Communication (CSC).
2011 (Swedish)Independent thesis Advanced level (professional degree), 10 credits / 15 HE creditsStudent thesis
Abstract [en]

This report discusses methods for automatic classification of email i.e. categorization of mails with respect to their content. Methods used for classification are described for an arbitrary number of categories but especially for the binary case. The algorithms are also analyzed through implementation and evaluation of a spam filter based on these methods. In addition to classification algorithms, the report also includes language analysis of e-mails, weighting principles and a review of modern spam techniques.

Abstract [sv]

Denna rapport behandlar metoder för automatisk klassificering av e-post d.v.s. kategorisering av brev med avseende på deras innehåll. Metoder för klassificering beskrivs i rapporten för ett godtyckligt antal kategorier men speciellt för det binära fallet. Algoritmerna analyseras även genom implementation och utvärdering av ett spamfilter baserat på dessa metoder. Utöver klassificeringsalgoritmer innehåller även rapporten språkanalys av e-postbrev, viktningsprinciper och en genomgång av moderna spamtekniker.

Place, publisher, year, edition, pages
2011.
Series
Kandidatexjobb CSC, K11086
National Category
Computer Science
Identifiers
URN: urn:nbn:se:kth:diva-130845OAI: oai:DiVA.org:kth-130845DiVA: diva2:654292
Educational program
Master of Science in Engineering - Computer Science and Technology
Uppsok
Technology
Supervisors
Examiners
Available from: 2013-10-07 Created: 2013-10-07

Open Access in DiVA

No full text

Other links

http://www.csc.kth.se/utbildning/kandidatexjobb/datateknik/2011/rapport/litsfeldt_johan_K11086.pdf
By organisation
School of Computer Science and Communication (CSC)
Computer Science

Search outside of DiVA

GoogleGoogle Scholar

urn-nbn

Altmetric score

urn-nbn
Total: 11 hits
CiteExportLink to record
Permanent link

Direct link
Cite
Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
  • rtf