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Experimenting with the automatic assignment of educational standards to digital library content

Published: 07 June 2005 Publication History

Abstract

This paper describes exploratory research concerning the automatic assignment of educational standards to lesson plans. An information retrieval based solution was proposed, and the results of several experiments are discussed. Results suggest the optimal solution would be a recommender tool where catalogers receive suggestions from the system but humans make the final decision.

References

[1]
107th Congress. No Child Left Behind Act of 2001. http://www.ed.gov/policy/elsec/leg/esea02/107-110.pdf. (H.R.1, Public Law No: 107-110, Section 1001 Statement of Purpose).
[2]
Devaul, H. and Kelly, K. (2003). Searching by Educational Standards in DLESE: What does it mean and what do users want? http://nsdl.comm.nsdl.org/meeting/poster_docs/2003/752_dlese_edStandards.pdf
[3]
Taylor, A. G. Wynar's Introduction to Cataloging and Classification. 9th edition. Libraries Unlimited, Englewood, CO., 2000.
[4]
Yang, Y. An evaluation of statistical approaches to text categorization. Information Retrieval 1, 1 (1999), 69--90.
[5]
McREL Compendium of Standards and Benchmarks. http://www.mcrel.org/standards-benchmarks/.

Cited By

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  • (2022)Transformer-Based Automated Content-Standards Alignment: A Pilot StudyHCI International 2022 - Late Breaking Papers. Interaction in New Media, Learning and Games10.1007/978-3-031-22131-6_39(525-542)Online publication date: 25-Nov-2022
  • (2020)Knowledge fusion through academic articles: a survey of definitions, techniques, applications and challengesScientometrics10.1007/s11192-020-03683-3Online publication date: 28-Aug-2020
  • (2014)Scholar metadata and knowledge generation with human and artificial intelligenceJournal of the Association for Information Science and Technology10.1002/asi.2301365:6(1187-1201)Online publication date: 1-Jun-2014
  • Show More Cited By

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Published In

cover image ACM Conferences
JCDL '05: Proceedings of the 5th ACM/IEEE-CS joint conference on Digital libraries
June 2005
450 pages
ISBN:1581138768
DOI:10.1145/1065385
  • General Chair:
  • Mary Marlino,
  • Program Chairs:
  • Tamara Sumner,
  • Frank Shipman
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 07 June 2005

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Author Tags

  1. automatic assignment
  2. educational standards
  3. evaluation
  4. experimentation
  5. metadata
  6. natural language processing

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JCDL05

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Overall Acceptance Rate 415 of 1,482 submissions, 28%

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Cited By

View all
  • (2022)Transformer-Based Automated Content-Standards Alignment: A Pilot StudyHCI International 2022 - Late Breaking Papers. Interaction in New Media, Learning and Games10.1007/978-3-031-22131-6_39(525-542)Online publication date: 25-Nov-2022
  • (2020)Knowledge fusion through academic articles: a survey of definitions, techniques, applications and challengesScientometrics10.1007/s11192-020-03683-3Online publication date: 28-Aug-2020
  • (2014)Scholar metadata and knowledge generation with human and artificial intelligenceJournal of the Association for Information Science and Technology10.1002/asi.2301365:6(1187-1201)Online publication date: 1-Jun-2014
  • (2014)An interactive metadata model for structural, descriptive, and referential representation of scholarly outputJournal of the Association for Information Science and Technology10.1002/asi.2300765:5(964-983)Online publication date: 1-May-2014
  • (2013)Generating metadata for cyberlearning resources through information retrieval and meta‐searchJournal of the American Society for Information Science and Technology10.1002/asi.2274464:4(771-786)Online publication date: 27-Feb-2013
  • (2012)Can intermediary-based science standards crosswalking work? Some evidence from mining the standard alignment tool (SAT)Journal of the American Society for Information Science and Technology10.1002/asi.2271263:9(1843-1858)Online publication date: 1-Sep-2012
  • (2010)Comparison of human and machine-based educational standard assignment networksInternational Journal on Digital Libraries10.1007/s00799-011-0074-811:3(209-223)Online publication date: 1-Sep-2010
  • (2008)Exploring educational standard alignmentProceedings of the 8th ACM/IEEE-CS joint conference on Digital libraries10.1145/1378889.1378901(57-65)Online publication date: 16-Jun-2008
  • (2007)Standards or semantics for curriculum search?Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries10.1145/1255175.1255210(181-182)Online publication date: 18-Jun-2007
  • (2006)Representing contextualized information in the NSDLProceedings of the 10th European conference on Research and Advanced Technology for Digital Libraries10.1007/11863878_28(329-340)Online publication date: 17-Sep-2006

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