Contents: Part I: Introduction to LSA: Theory and
Methods.T.K. Landauer, LSA as a Theory of Meaning. D.
Martin, M. Berry, Mathematical Foundations Behind Latent
Semantic Analysis. S. Dennis, How to Use the LSA Website.
J. Quesada, Creating Your Own LSA Spaces. Part II:LSA
in Cognitive Theory.
W. Kintsch, Meaning in Context. M. Louwerse, Symbolic
or Embodied Representations: A Case for Symbol Interdependency.
M.W. Howard, K. Addis, B. Jing, M.K. Kahana, Semantic
Structure and Episodic Memory. G. DenhiŠre, B. Lemaire, C.
Bellissens, S. Jhean-Larose, A Semantic Space for Modeling
Children's Semantic Memory. P. Foltz, Discourse Coherence
and LSA. J. Quesada, Spaces for Problem Solving. Part
III:LSA in Educational Applications.K. Millis, J. Magliano,
K. Wiemer-Hastings, S. Todaro, D.S. McNamara, Assessing and
Improving Comprehension With Latent Semantic Analysis. D.S.
McNamara, C. Boonthum, I. Levinstein, K. Millis, Evaluating
Self-Explanations in iSTART: Comparing Word-Based and LSA
Algorithms. A. Graesser, P. Penumatsa, M. Ventura, Z. Cai, X.
Hu, Using LSA in AutoTutor: Learning Through Mixed-Initiative
Dialog in Natural Language. E. Kintsch, D. Caccamise, M.
Franzke, N. Johnson, S. Dooley, Summary Streetr:
Computer-Guided Summary Writing. L. Streeter, K. Lochbaum, N.
LaVoie, J.E. Psotka, Automated Tools for Collaborative Learning
Environments. Part IV:Information Retrieval and HCI
Applications of LSA.S.T. Dumais, LSA and Information
Retrieval: Getting Back to Basics. P.K. Foltz, T.K.
Landauer, Helping People Find and Learn From Documents:
Exploiting Synergies Between Human and Computer Retrieval With
SuperManual. M.H. Blackmon, M. Kitajima, D.R. Mandalia, P.G.
Polson, Automating Usability Evaluation Cognitive Walkthrough
for the Web Puts LSA to Work on Real-World HCI Design Problems.
Part V:Extensions to LSA.D.S. McNamara, Z. Cai, M.M.
Louwerse, Optimizing LSA Measures of Cohesion. X. Hu, Z.
Cai, P. Wiemer-Hastings, A.C. Graesser, D.S. McNamara,
Strength, Weakness, and Extensions of LSA. M. Steyvers, T.
Griffiths, Probabilistic Topic Models. S. Dennis,
Introducing Word Order: Within the LSA Framework. Part
VI:Conclusion.W. Kintsch, D.S. McNamara, S. Dennis, T.K.
Landauer, LSA and Meaning: In Theory and Application.
Thomas K. Landauer, Danielle S. McNamara, Simon Dennis, Walter Kintsch
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