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Latent semantic analysis

Learning from text: Matching readers and texts by latent semantic analysis

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Pages 309-336 | Published online: 11 Nov 2009

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Mitchell J. Nathan & Chelsea V.J. Martinez. (2015) Gesture as model enactment: the role of gesture in mental model construction and inference making when learning from text. Learning: Research and Practice 1:1, pages 4-37.
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Jason L. G. Braasch & SusanR. Goldman. (2010) The Role of Prior Knowledge in Learning From Analogies in Science Texts. Discourse Processes 47:6, pages 447-479.
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Guillermo Jorge-Botana, JoséA. León, Ricardo Olmos & Inmaculada Escudero. (2010) Latent Semantic Analysis Parameters for Essay Evaluation using Small-Scale Corpora*. Journal of Quantitative Linguistics 17:1, pages 1-29.
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ThomasK. Landauer. (2003) Automatic Essay Assessment. Assessment in Education: Principles, Policy & Practice 10:3, pages 295-308.
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Robert W. Proctor, Kim-Phuong L. Vu & Gavriel Salvendy. (2002) Content Preparation and Management for Web Design: Eliciting, Structuring, Searching, and Displaying Information. International Journal of Human–Computer Interaction 14:1, pages 25-92.
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Kirsten R. Butcher & Walter Kintsch. (2001) Support of Content and Rhetorical Processes of Writing: Effects on the Writing Process and the Written Product. Cognition and Instruction 19:3, pages 277-322.
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Walter Kintsch. (1998) The Representation of Knowledge in Minds and Machines. International Journal of Psychology 33:6, pages 411-420.
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Bob Rehder, M.E. Schreiner, MichaelB. W. Wolfe, Darrell Laham, ThomasK Landauer & Walter Kintsch. (1998) Using latent semantic analysis to assess knowledge: Some technical considerations. Discourse Processes 25:2-3, pages 337-354.
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PeterW. Foltz, Walter Kintsch & ThomasK Landauer. (1998) The measurement of textual coherence with latent semantic analysis. Discourse Processes 25:2-3, pages 285-307.
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ThomasK Landauer, PeterW. Foltz & Darrell Laham. (1998) An introduction to latent semantic analysis. Discourse Processes 25:2-3, pages 259-284.
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Eva Seifried, Wolfgang Lenhard, Herbert Baier & Birgit Spinath. (2012) On the Reliability and Validity of Human and Lsa-Based Evaluations of Complex Student-Authored Texts. Journal of Educational Computing Research 47:1, pages 67-92.
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Phillip Marksberry. (2012) Investigating “The Way” for Toyota suppliers. Benchmarking: An International Journal 19:2, pages 277-298.
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Kirsten R. Butcher & Tamara Sumner. (2011) How Does Prior Knowledge Impact Students’ Online Learning Behaviors?. International Journal of Cyber Behavior, Psychology and Learning 1:4, pages 1-18.
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Michael B. W. Wolfe & Joshua M. Woodwyk. (2010) Processing and memory of information presented in narrative or expository texts. British Journal of Educational Psychology 80:3, pages 341-362.
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Marvin Weinstein & David Horn. (2009) Dynamic quantum clustering: A method for visual exploration of structures in data. Physical Review E 80:6.
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Tamara van Gog, Liesbeth Kester, Fleurie Nievelstein, Bas Giesbers & Fred Paas. (2009) Uncovering cognitive processes: Different techniques that can contribute to cognitive load research and instruction. Computers in Human Behavior 25:2, pages 325-331.
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Wim van der Vegt, Marco Kalz, Bas Giesbers, Fridolin Wild & Jan van Bruggen. 2009. Learning Network Services for Professional Development. Learning Network Services for Professional Development 209 223 .
L. David Ritchie. (2008) Book Review: Landauer, T. K., McNamara, D. S., Dennis, S., & Kintsch, W. (Eds.). (2007). Handbook of Latent Semantic Analysis. Mahwah, NJ: Lawrence Erlbaum. Journal of Language and Social Psychology 27:3, pages 300-306.
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Hua Yan, William I. Grosky & Farshad Fotouhi. (2008) Augmenting the power of LSI in text retrieval: Singular value rescaling. Data & Knowledge Engineering 65:1, pages 108-125.
Crossref
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Crossref
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Lee McCauley, Sidney D’Mello, Loel Kim & Melanie Polkosky. 2008. New Advances in Virtual Humans. New Advances in Virtual Humans 153 176 .
Jesse S. Zolna. (2016) Does Multimodal Presentation Encourage Integration of Multimedia Materials? A Pilot Study. Proceedings of the Human Factors and Ergonomics Society Annual Meeting 51:3, pages 141-145.
Crossref
Michael B. W. Wolfe & Joseph A. Mienko. (2011) Learning and memory of factual content from narrative and expository text. British Journal of Educational Psychology 77:3, pages 541-564.
Crossref
Sergio Gutierrez, Gregory Valigiani, Yannick Jamont, Pierre Collet & Carlos Delgado Kloos. (2007) A Swarm Approach for Automatic Auditing of Pedagogical Planning. A Swarm Approach for Automatic Auditing of Pedagogical Planning.
Wolfgang Lenhard, Herbert Baier, Joachim Hoffmann & Wolfgang Schneider. (2007) Automatische Bewertung offener Antworten mittels Latenter Semantischer Analyse. Diagnostica 53:3, pages 155-165.
Crossref
Philip M. McCarthy, Stephen W. Briner, Vasile Rus & Danielle S. McNamara. 2007. Natural Language Processing and Text Mining. Natural Language Processing and Text Mining 107 122 .
Susan Wilkinson & Stephen Payne. (2006) Eye tracking to identify strategies used by readers seeking information from on-line texts. Eye tracking to identify strategies used by readers seeking information from on-line texts.
Kirsten R. Butcher. (2006) Learning from text with diagrams: Promoting mental model development and inference generation.. Journal of Educational Psychology 98:1, pages 182-197.
Crossref
Elizabeth A. L. Stine-Morrow, Lisa M. Soederberg Miller & Christopher Hertzog. (2006) Aging and self-regulated language processing.. Psychological Bulletin 132:4, pages 582-606.
Crossref
Douglas Roland, Jeffrey L. Elman & Victor S. Ferreira. (2006) Why is that? Structural prediction and ambiguity resolution in a very large corpus of English sentences. Cognition 98:3, pages 245-272.
Crossref
Iraide Zipitria, Ana Arruarte & Jon Ander Elorriaga. 2006. Intelligent Tutoring Systems. Intelligent Tutoring Systems 595 603 .
Shu-ling Cheng & Hae-Ching Chang. 2006. Intelligent Tutoring Systems. Intelligent Tutoring Systems 11 20 .
Lorna Kane, Joe Carthy & John Dunnion. 2006. Advances in Information Retrieval. Advances in Information Retrieval 523 526 .
Jan Van Bruggen, Peter Sloep, Peter Van Rosmalen, Francis Brouns, Hubert Vogten, Rob Koper & Colin Tattersall. (2004) Latent semantic analysis as a tool for learner positioning in learning networks for lifelong learning. British Journal of Educational Technology 35:6, pages 729-738.
Crossref
Helmut M. Niegemann, Silvia Hessel, Dirk Hochscheid-Mauel, Kristina Aslanski, Markus Deimann & Gunther KreuzbergerHelmut M. Niegemann, Silvia Hessel, Dirk Hochscheid-Mauel, Kristina Aslanski, Markus Deimann & Gunther Kreuzberger. 2004. Kompendium E-Learning. Kompendium E-Learning 257 267 .
Tristan Miller. (2016) Essay Assessment with Latent Semantic Analysis. Journal of Educational Computing Research 29:4, pages 495-512.
Crossref
Susan Dumais. (2010) Data‐driven approaches to information access. Cognitive Science 27:3, pages 491-524.
Crossref
Kirsten R. Butcher & Walter Kintsch. 2003. Handbook of Psychology. Handbook of Psychology 575 595 .
Michael B. W. Wolfe & Susan R. Goldman. (2003) Use of latent semantic analysis for predicting psychological phenomena: Two issues and proposed solutions. Behavior Research Methods, Instruments, & Computers 35:1, pages 22-31.
Crossref
Alex Deppert. 2003. Text, Context, Concepts. Text, Context, Concepts.
Philippe Dessus & Jean-Yves Carpanèse. (2005) Référence au savoir et aux connaissances dans une séquence d’enseignement en éducation civique. Revue des sciences de l'éducation 29:3, pages 609-628.
Crossref
Baowen Xu, Jianjiang Lu & Gangshi Huang. (2003) A constrained non-negative matrix factorization in information retrieval. A constrained non-negative matrix factorization in information retrieval.
Henry Braun. 2003. Optimising New Modes of Assessment: In Search of Qualities and Standards. Optimising New Modes of Assessment: In Search of Qualities and Standards 267 288 .
Walter Kintsch. (2002) The potential of latent semantic analysis for machine grading of clinical case summaries. Journal of Biomedical Informatics 35:1, pages 3-7.
Crossref
Thomas K Landauer. 2002. 43 84 .
Philippe Dessus & Benoît Lemaire. 2002. Intelligent Tutoring Systems. Intelligent Tutoring Systems 772 781 .
Virginie Zampa & Françoise Raby. (2001) Entre modèle et outil pour l'acquisition de la langue de spécialité : le prototype RAFALES – Recueil automatique favorisant l’acquisition d’une langue étrangère de spécialité. ASp:31-33, pages 163-178.
Crossref
Benoit Lemaire & Philippe Dessus. (2016) A System to Assess the Semantic Content of Student Essays. Journal of Educational Computing Research 24:3, pages 305-320.
Crossref
Walter Kintsch. (2010) Predication. Cognitive Science 25:2, pages 173-202.
Crossref
S.R. Goldman & M.B.W. Wolfe. 2001. International Encyclopedia of the Social & Behavioral Sciences. International Encyclopedia of the Social & Behavioral Sciences 15625 15631 .
Curt Burgess. (2000) Theory and Operational Definitions in Computational Memory Models: A Response to Glenberg and Robertson. Journal of Memory and Language 43:3, pages 402-408.
Crossref
M.A. Hearst. (2000) The debate on automated essay grading. IEEE Intelligent Systems and their Applications 15:5, pages 22-37.
Crossref
Rie Kubota Ando. (2000) Latent semantic space. Latent semantic space.
Walter Kintsch. (2000) Metaphor comprehension: A computational theory. Psychonomic Bulletin & Review 7:2, pages 257-266.
Crossref
Arthur C Graesser, Katja Wiemer-Hastings, Peter Wiemer-Hastings & Roger Kreuz. (1999) AutoTutor: A simulation of a human tutor. Cognitive Systems Research 1:1, pages 35-51.
Crossref

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