Nothing Special   »   [go: up one dir, main page]

Skip to main content

Web Page Quality Metrics

  • Reference work entry
  • First Online:
Encyclopedia of Database Systems
  • 18 Accesses

Synonyms

Link analysis

Definition

The primary mission of web search engines is to obtain the best possible results for a given user query. To accomplish this effectively, they rely on two crucial pieces of information: the relevance of a web page to the query and some aspect of the quality of the web page that is independent of the query. Relevance, the extent to which the query matches the content of the web page, is formalized and extensively studied in the field of information retrieval. Quality, on the other hand, is more nebulous and less well-defined. Nevertheless, one can identify three concrete and somewhat complementary aspects to the quality of a web page. The first is based on the absolute goodness of the web page and its associated meta-data. This might depend on a variety of parameters, including the worth of content that exists on the web page, the reputation of the person who authored the web page, the importance of the web site that hosts the web page, and so on. The...

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 4,499.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Hardcover Book
USD 6,499.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Recommended Reading

  1. Bar-Yossef Z, Broder A, Kumar R, Tomkins A. Sic transit gloria telae: towards and understanding of the web’s decay. In: Proceedings of the 12th International World Wide Web Conference; 2004. p. 328–37.

    Google Scholar 

  2. Bharat K, Henzinger M. Improved algorithms for topic distillation in a hyperlinked environment. In: Proceedings of the 21st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval; 1998. p. 104–11.

    Google Scholar 

  3. Borodin A, Roberts GO, Rosenthal JS, Tsaparas P. Link analysis ranking algorithms, theory, and experiments. ACM Trans Internet Tech. 2005;5(1):231–97.

    Article  Google Scholar 

  4. Brin S, Page L. The anatomy of a large-scale hypertextual web search engine. Comput Netw. 1998;30(1–7):107–17.

    Google Scholar 

  5. Chakrabarti S, Dom B, Gibson D, Kleinberg J, Raghavan P, Rajagopalan S. Automatic resource compilation by analyzing hyperlink structure and associated text. Comput Netw. 1998;30(1–7):65–74.

    Google Scholar 

  6. Chakrabarti S, Dom B, Gibson D, Kumar R, Raghavan P, Rajagopalan S, Tomkins A. Spectral filtering for resource discovery. In: Proceedings of the ACM SIGIR Workshop on Hypertext Analysis; 1998, p. 13–21.

    Google Scholar 

  7. Garfield E. Citation analysis as a tool in journal evaluation. Science. 1972;178(4060):471–9.

    Article  Google Scholar 

  8. Gibson D, Kleinberg J, Raghavan P. Inferring Web communities from link topology. In: Proceedings of the ACM Conference on Hypertext; 1998. p. 225–34.

    Google Scholar 

  9. Gyöngyi Z, Garcia-Molina H, Pedersen J. Combating web spam with TrustRank. In: Proceedings of the 30th International Conference on Very Large Data Bases; 2004. p. 576–87.

    Chapter  Google Scholar 

  10. Haveliwala TH. Topic-sensitive PageRank: a context-sensitive ranking algorithm for web search. IEEE Trans Knowl Data Eng. 2003;15(4):784–96.

    Article  Google Scholar 

  11. Kessler MM. Bibliographic coupling between scientific papers. Am Doc. 1963;14(1):10–25.

    Article  Google Scholar 

  12. Kleinberg J. Authoritative sources in a hyperlinked environment. J ACM. 2000;46(5):604–32.

    Article  MathSciNet  MATH  Google Scholar 

  13. Lempel R, Moran S. SALSA: the stochastic approach for link-structure analysis. ACM Trans Inform Syst. 2001;19(2):131–60.

    Article  Google Scholar 

  14. Rafiei D, Mendelzon AO. What is this page known for? Computing web page reputations. Comput Netw. 2000;33(1–6):823–35.

    Article  Google Scholar 

  15. Small H. Co-citation in the scientific literature: a new measure of the relationship between two documents. J Am Soc Inform Sci. 1973;24(4):265–9.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Ravi Kumar .

Editor information

Editors and Affiliations

Section Editor information

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Springer Science+Business Media, LLC, part of Springer Nature

About this entry

Check for updates. Verify currency and authenticity via CrossMark

Cite this entry

Kumar, R. (2018). Web Page Quality Metrics. In: Liu, L., Özsu, M.T. (eds) Encyclopedia of Database Systems. Springer, New York, NY. https://doi.org/10.1007/978-1-4614-8265-9_460

Download citation

Publish with us

Policies and ethics