Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
CLaRO: A Controlled Language for Authoring Competency Questions Read chapter Read first chapter

2019 | OriginalPaper | Chapter

Extending Faceted Search with Automated Object Ranking

Authors : Kostas Manioudakis, Yannis Tzitzikas

Published in: Metadata and Semantic Research

Publisher: Springer International Publishing

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Faceted Search is a widely used interaction scheme in digital libraries, e-commerce, and recently also in Linked Data. Nevertheless, object ranking in the context of Faceted Search is not well studied. In this paper we propose an extended version of the model enriched with parameters that enable specifying the characteristics of the sought object ranking. Then we provide an algorithm for producing an object ranking that satisfies these parameters. For doing so various sources are exploited including preferences and statistical properties of the dataset. Finally we present an implementation of the model, the GUI extensions that were required, as well as simulation-based evaluation results that provide evidence about the reduction of the user’s cost.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

inform now
previous chapter Data Science from a Perspective of Computer Science
next chapter C-Rank: A Concept Linking Approach to Unsupervised Keyphrase Extraction
Footnotes
1
Assuming that the range of the facet Stars, in the dataset, is the set {0,1,2,3,4,5}.
 
Literature
1.
Agrawal, S., Chaudhuri, S., Das, G., Gionis, A.: Automated ranking of database query results. In: Proceedings of CIDR (2003)
2.
Basu Roy, S., et al.: Minimum-effort driven dynamic faceted search in structured databases. In: Proceedings of the 17th CIKM. ACM (2008)
3.
4.
Chaudhuri, S., Das, G., Hristidis, V., Weikum, G.: Probabilistic ranking of database query results. In: Proceedings of the Thirtieth VLDB (2004)
5.
Li, C., et al.: Facetedpedia: Dynamic generation of query-dependent faceted interfaces for wikipedia. In: Proceedings of the 19th ICWWW. ACM (2010)
6.
Dakka, W., Ipeirotis, P., Wood, K.: Automatic construction of multifaceted browsing interfaces. In: Proceedings of the 14th CIKM (2005)
7.
8.
9.
Liu, T.Y.: Learning to rank for information retrieval. Found. Trends Inf. Retrieval 3(3), 225–331 (2009)CrossRef
10.
11.
Papadakos, P., Tzitzikas, Y.: Hippalus: Preference-enriched faceted exploration. In: EDBT/ICDT Workshops, vol. 172 (2014)
12.
Papangelis, A., Papadakos, P., Stylianou, Y., Tzitzikas, Y.: Spoken dialogue for information navigation. In: SIGDial (2018)
13.
Pivert, O., Slama, O., Thion, V.: SPARQL Extensions with Preferences: a Survey. In: ACM Symposium on Applied Computing (2016)
14.
15.
16.
Tunkelang, D.: Faceted search. Synthesis lectures on information concepts, retrieval, and services (2009)
17.
Tzitzikas, Y., Dimitrakis, E.: Preference-enriched faceted search for voting aid applications. IEEE Trans. Emerg. Top. Comput. 7(2), 218–229 (2019)CrossRef
18.
Tzitzikas, Y., Manolis, N., Papadakos, P.: Faceted exploration of RDF/S datasets: a survey. J. Intell. Inf. Syst. 48(2), 329–364 (2017)CrossRef
19.
Tzitzikas, Y., Papadakos, P.: Interactive exploration of multidimensional and hierarchical information spaces with real-time preference elicitation. Fundamenta Informaticae 20, 1–42 (2012)MATH
20.
Vandic, D., et al.: Dynamic facet ordering for faceted product search engines. IEEE Trans. Knowl. Data Eng. 29(5), 1004–1016 (2017)CrossRef
Metadata
Title
Extending Faceted Search with Automated Object Ranking
Authors
Kostas Manioudakis
Yannis Tzitzikas
Copyright Year
2019
Book
Metadata and Semantic Research

Print ISBN: 978-3-030-36598-1

Electronic ISBN: 978-3-030-36599-8

Copyright Year: 2019

DOI
https://doi.org/10.1007/978-3-030-36599-8_20