Are my children old enough to read these books? : age suitability analysis

Wanner, Franz; Fuchs, Johannes; Oelke, Daniela; Keim, Daniel A.

Are my children old enough to read these books? : age suitability analysis

Dateien

keim.pdfGröße: 908.95 KBDownloads: 400

Datum

2011

Open Access-Veröffentlichung

Open Access Green

Sammlungen

Informatik und Informationswissenschaft

Publikationstyp

Zeitschriftenartikel

Publikationsstatus

Published

Erschienen in

Polibits : research journal on computer science and computer engineering with applications. 2011, 43, pp. 93-100. Available under: doi: 10.17562/PB-43-13

Zusammenfassung

In general, books are not appropriate for all ages, so the aim of this work was to find an effective method of representing the age suitability of textual documents, making use of automatic analysis and visualization. Interviews with experts identified possible aspects of a text (such as ’is it hard to read?’) and a set of features were devised (such as linguistic complexity, story complexity, genre) which combine to characterize these age related aspects. In order to measure these properties, we map a set of text features onto each one. An evaluation of the measures, using Amazon Mechanical Turk, showed promising results. Finally, the set features are visualized in our age-suitability tool, which gives the user the possibility to explore the results, supporting transparency and traceability as well as the opportunity to deal with the limitations of automatic methods and computability issues.

Fachgebiet (DDC)

004 Informatik

Schlagwörter

Information interfaces and presentation, information search and retrieval

Zitieren

ISO 690

WANNER, Franz, Johannes FUCHS, Daniela OELKE, Daniel A. KEIM, 2011. Are my children old enough to read these books? : age suitability analysis. In: Polibits : research journal on computer science and computer engineering with applications. 2011, 43, pp. 93-100. Available under: doi: 10.17562/PB-43-13

BibTex

@article{Wanner2011child-16833,
  year={2011},
  doi={10.17562/PB-43-13},
  title={Are my children old enough to read these books? : age suitability analysis},
  volume={43},
  journal={Polibits : research journal on computer science and computer engineering with applications},
  pages={93--100},
  author={Wanner, Franz and Fuchs, Johannes and Oelke, Daniela and Keim, Daniel A.}
}

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