Educational Links

References

Referencing Thesis, Project, or Paper

SVD and LSI Tutorial 4 Clustering High Dimensional Data Using Practical SVM, Jianchao Han, PhD, Department of Computer Science, California State University, Dominguez Hills.

Cosine Similarity Tutorial A Hybrid Knowledge-based Content-based Recommender System in the Bluejay Genome Browser, Morgan Taschuk, Honour Thesis, University of Calgary (2007).

Document Indexing Tutorial
Cosine Similarity Tutorial
Term Vector Fast Track Tutorial LBSC 670 Information Structure, Dr. Yan Qu, College of Information Studies, University of Maryland; Spring graduate course (2007).

The Classic Vector Space Model LBSC 670 Information Structure, Peter Bloem, P3Search Student Project, The Information and Language Processing Systems, University of Amsterdam (2007).

Cosine Similarity Tutorial Altering Document Term Vectors for Classification - Ontologies as Expectations of Co-occurrence, Meenakshi Nagarajan, Amit Sheth; LSDIS Lab, Dept. Of Computer Science, University of Georgia, Athens, GA, USA; Marcos Aguilera, Kimberly Keeton, Arif Merchant, Mustafa Uysal, HP Labs, Palo Alto, CA, USA, in WWW 2007, May 8-12, (2007), Banff, Canada.

SVD and LSI - Information Retrieval Tutorials Basics of probability and linear algebra: LSI. Cached page of ppt lecture. Spring 2007 Lectures, Dr. Jieping Ye, Department of Computer Science and Engineering, Arizona State University, Tempe, AZ (2007).

Document Indexing Tutorial Evaluation and Comparison of Search Engines Using the LSP Method, by Jozo Dujmovic and Haishi Bai, Department of Computer Science, San Francisco State University, ComSIS Vol. 3, No. 2, December (2006).

Matrix Tutorial 1: Stochastic Matrices Introduction to Markov Chains, Notre Dame Mathematical and Computational Biology Group, 2006 Tutorials, University of Notre Dame (2006).

SVD and LSI Tutorials (1 - 4) Dirac Notation and Vector Spaces in Information Retrieval, Sherman Wang, PhD in Theoretical Physics, (2006). Check also this PDF version at arxiv.org

SVD and LSI Tutorial 4: LSI How-to-Calculations Matematica Computazionale (Corso di Laurea triennale in Informatica), Prof. Biancamaria Della Vecchia, Universita degli Studi di Roma "La Sapienza", Dipartimento di Matematica - Istituto G. Castelnuovo.

SVD and LSI Tutorials Readings in Latent Semantic Analysis for Cognitive Science and Education, Benoit Lemaire and Philippe Dessus, Laboratoire Leibniz-IMAG and Laboratoire Sciences de leducation, University of Grenoble, France.

Document Indexing Tutorial Web Page Navigation Tools, Dendrinos Evangelos 2006 Thesis, Master of Science (MSc) in Advance Computer Science, Department of Computing, University of Lancaster, England.

The Term Count Model Demystifying Term Vectors, Lecture slis5206, 2006, University of North Texas.

Cosine Similarity Tutorial Question Answering using Vector Based Information Retrieval - Paradigm with Word Sense Disambiguation, Kavita Ganesan's 2006 Paper, Information Science Institute, University of Southern California, Los Angeles, CA.

The Term Count Model
The Classic Vector Space Model
Vector Models based on Normalized Frequencies. Document Ranking Ulrich Schulte and Harald Wendel's 2006 paper, Fachhochschule Koln, Cologne University of Applied Sciences. Includes source code.

Vector Models based on Normalized Frequencies. XQuery Similarity Joins, Silvan Hollenstein's 2005 Thesis, Dynamic and Distributed Information Systems, University of Zurich.

The Classic Vector Space Model. Textmining and Organization in Large Corpus, Wei Ning's 2005 Thesis, Department of Informatics and Mathematical Modeling, Technical University of Denmark.

Term Vector Theory and Keyword Weights. MySQL Internals, Manual :: 4.7 Full-text Search, This is the official MySQL manual from the MySQL Corporation. This site is replicated by the zillion across the Web. MySQL AB Corporation, 2005.

Term Vector Theory and Keyword Weights. Information Retrieval, Sam Azmayesh & Jesper Goos's 2005 paper, Roskilde UniversitetsCenter. Includes source code.

Term Vector Theory and Keyword Weights, The Term Count Model, and The Classic Vector Space Model. Search Algorithms for Text Based File Searches, Sam Carroll, William Guaraldi and Graham Higgins's 2005 paper, College of Computer and Information Science, Northeastern University, Boston, MA. Includes source code.

Term Vector Theory and Keyword Weights. Projet e-Quest Thesaurus et Questions Laboratoire didactique informatique of l'Ecole d'Ingenieurs de Geneve. Jacky Wirz's 2005 Project Report.

The Classic Vector Space Model. Personal Web Neighborhood Project Uddhav, G. and Kien, D.'s 2005 Project, University of San Francisco. See another version and a powerpoint presentation.

The Classic Vector Space Model. The Vector Space Model, Obaysal's 2005 Paper, School of Computer Science, University of Waterloo.

Accessibility Validator - Document Conformance Tests Columbia University
List of Validation Sites.

Scientific Marketing Research - Search Engine Marketing Strategies InterAmerican University of Puerto Rico, Ponce Campus
Information Access Center's resource page.

Mi Islita.com Vida Digital: A sacar mas provecho del website
Discusses one of Mi Islita's search engine conferences co-organized in Puerto Rico with a local university.

pH Scale Lab Script: Identification of Acids and Bases Science Oxygen - Mining of Science Knowledge
Resource page on pH/pOH values.

Combinatory Theory Lab Script: Permutations, Combinations and Probabilities Science Oxygen - Mining of Science Knowledge
Resource page on Probability: Permutation and Combination.