ENGLISH

Introduction to Information Retrieval

By Christopher D. Manning; Prabhakar Raghavan; Hinrich Schütze

Book information

Year
2008
ISBN
0521865719, 9780521865715
Language
english
Format
PDF
Filesize
1002 kB (1026048 bytes)
Pages
482\72
Time added
2022-07-06 20:22:29

Description

Class-tested and up-to-date textbook for introductory courses on information retrieval. Acknowledgments Abstract Contents Introduction The Darknet The Tor Browser The Darknet Marketplace Drug Dealers and Buyers Going Online Communication: PGP Encryption Cryptocurrencies Marketplace Income Marketplace Rules The End of a Marketplace Feedback Is Everything Returning buyer looking for vendor Motivation Thesis Statement Key Assumptions Chapter Summary Thesis Outline Related Work Drug dealers to Vendors Correlation Problem Correlation Methods Summary Data Set Preprocessing Raw Data Sets Information Scraper: Collecting the Attributes Before Implementing Scraper Deciding Unique ID Common Attributes in a Data Point Uncommon Attributes in a Data Point Data Integration Summary Methodology Problem Statement PGP Correlation Username Feature Vector Reusing TF-IDF: GF-IUF GF-IUF feature vector Basic Feature Vector Updating the data points Computing Similarity Procedure to Verify Hypothesis Summary Vendor Behaviors and Observation Before Experiment Vendors use usernames as "brands" Experiments Results Discussion Hypothesis Conclusion Username Modification Experiment Results Discussion Summary Conclusion Future Work Appendices Final Project Description Study Contract Description of Software Readme Download the data sets Files to modify: Running the progrmas Optional Assumptions Snippets of HTML files

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