Skip to main content

2015 | OriginalPaper | Buchkapitel

ReaderBench : An Integrated Cohesion-Centered Framework

verfasst von : Mihai Dascalu, Larise L. Stavarache, Philippe Dessus, Stefan Trausan-Matu, Danielle S. McNamara, Maryse Bianco

Erschienen in: Design for Teaching and Learning in a Networked World

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

ReaderBench is an automated software framework designed to support both students and tutors by making use of text mining techniques, advanced natural language processing, and social network analysis tools. ReaderBench is centered on comprehension prediction and assessment based on a cohesion-based representation of the discourse applied on different sources (e.g., textual materials, behavior tracks, metacognitive explanations, Computer Supported Collaborative Learning – CSCL – conversations). Therefore, ReaderBench can act as a Personal Learning Environment (PLE) which incorporates both individual and collaborative assessments. Besides the a priori evaluation of textual materials’ complexity presented to learners, our system supports the identification of reading strategies evident within the learners’ self-explanations or summaries. Moreover, ReaderBench integrates a dedicated cohesion-based module to assess participation and collaboration in CSCL conversations.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

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!

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!

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!

Literatur
1.
Zurück zum Zitat Dascalu, M.: Analyzing Discourse and Text Complexity For Learning and Collaborating. Studies in Computational Intelligence, vol. 534. Springer, Switzerland (2014) Dascalu, M.: Analyzing Discourse and Text Complexity For Learning and Collaborating. Studies in Computational Intelligence, vol. 534. Springer, Switzerland (2014)
2.
Zurück zum Zitat Dascalu, M., Dessus, P., Bianco, M., Trausan-Matu, S., Nardy, A.: Mining texts, learners productions and strategies with Reader Bench. In: Peña-Ayala, A. (ed.) Educational Data Mining: Applications and Trends, pp. 335–377. Springer, Switzerland (2014) Dascalu, M., Dessus, P., Bianco, M., Trausan-Matu, S., Nardy, A.: Mining texts, learners productions and strategies with Reader Bench. In: Peña-Ayala, A. (ed.) Educational Data Mining: Applications and Trends, pp. 335–377. Springer, Switzerland (2014)
3.
Zurück zum Zitat Dascalu, M., Trausan-Matu, Ş., Dessus, P.: Validating the automated assessment of participation and of collaboration in chat conversations. In: Trausan-Matu, S., Boyer, K.E., Crosby, M., Panourgia, K. (eds.) ITS 2014. LNCS, vol. 8474, pp. 230–235. Springer, Heidelberg (2014)CrossRef Dascalu, M., Trausan-Matu, Ş., Dessus, P.: Validating the automated assessment of participation and of collaboration in chat conversations. In: Trausan-Matu, S., Boyer, K.E., Crosby, M., Panourgia, K. (eds.) ITS 2014. LNCS, vol. 8474, pp. 230–235. Springer, Heidelberg (2014)CrossRef
4.
Zurück zum Zitat Nistor, N., Trausan-Matu, S., Dascalu, M., Duttweiler, H., Chiru, C., Baltes, B., Smeaton, G.: Finding student-centered open learning environments on the internet. Comput. Hum. Behav. 47 (1), 119–127 (2015) CrossRef Nistor, N., Trausan-Matu, S., Dascalu, M., Duttweiler, H., Chiru, C., Baltes, B., Smeaton, G.: Finding student-centered open learning environments on the internet. Comput. Hum. Behav. 47 (1), 119–127 (2015) CrossRef
5.
Zurück zum Zitat Dascalu, M., Trausan-Matu, S., Dessus, P., McNamara, D.S.: Discourse cohesion: A signature of collaboration. In: 5th International Learning Analytics and Knowledge Conference (LAK 2015), pp. 350–354. ACM, Poughkeepsie, NY (2015) Dascalu, M., Trausan-Matu, S., Dessus, P., McNamara, D.S.: Discourse cohesion: A signature of collaboration. In: 5th International Learning Analytics and Knowledge Conference (LAK 2015), pp. 350–354. ACM, Poughkeepsie, NY (2015)
6.
Zurück zum Zitat Dascalu, M., Dessus, P., Bianco, M., Trausan-Matu, S.: Are automatically identified reading strategies reliable predictors of comprehension? In: Trausan-Matu, S., Boyer, K.E., Crosby, M., Panourgia, K. (eds.) ITS 2014. LNCS, vol. 8474, pp. 456–465. Springer, Heidelberg (2014)CrossRef Dascalu, M., Dessus, P., Bianco, M., Trausan-Matu, S.: Are automatically identified reading strategies reliable predictors of comprehension? In: Trausan-Matu, S., Boyer, K.E., Crosby, M., Panourgia, K. (eds.) ITS 2014. LNCS, vol. 8474, pp. 456–465. Springer, Heidelberg (2014)CrossRef
7.
Zurück zum Zitat Dascalu, M., Stavarache, L.L., Trausan-Matu, S., Dessus, P., Bianco, M.: Reflecting comprehension through French textual complexity factors. In: ICTAI 2014, pp. 615–619. IEEE, Limassol, Cyprus (2014) Dascalu, M., Stavarache, L.L., Trausan-Matu, S., Dessus, P., Bianco, M.: Reflecting comprehension through French textual complexity factors. In: ICTAI 2014, pp. 615–619. IEEE, Limassol, Cyprus (2014)
Metadaten
Titel
ReaderBench : An Integrated Cohesion-Centered Framework
verfasst von
Mihai Dascalu
Larise L. Stavarache
Philippe Dessus
Stefan Trausan-Matu
Danielle S. McNamara
Maryse Bianco
Copyright-Jahr
2015
DOI
https://doi.org/10.1007/978-3-319-24258-3_47

Premium Partner