e-sygoing.link — By Content https://e-sygoing.link Latest links in the By Content category en-us Tue, 19 May 2026 12:52:17 -0400 Information Retrieval Tutorial https://e-sygoing.link/link/5688106-information-retrieval-tutorial Description of boolean retrieval, vector space model, probabilistic retrieval, latent semantic indexing and other IR topics. An introduction to various classical ranking methods is also provided. Mon, 16 Mar 2026 01:30:49 -0400 https://e-sygoing.link/go/5688106 Probabilistic Retrieval https://e-sygoing.link/link/5688110-probabilistic-retrieval A Chapter in a book which introduces probabilistic retrieval. Thu, 15 Jan 2026 04:48:57 -0500 https://e-sygoing.link/go/5688110 Probabilistic Models in Information Retrieval https://e-sygoing.link/link/5688105-probabilistic-models-in-information-retrieval Introduction to probabilistic models. Thu, 06 Nov 2025 05:50:14 -0500 https://e-sygoing.link/go/5688105 Document Ranking and the Vector-Space Model. https://e-sygoing.link/link/5688107-document-ranking-and-the-vector-space-model It describes key issues in document ranking techniques based on the vector­ space model. Several TF*IDF variants are discussed. The cosine measure, recall and precision are introduced. [PS format] Fri, 01 Aug 2025 16:13:54 -0400 https://e-sygoing.link/go/5688107 Ranking Algorithms https://e-sygoing.link/link/5688111-ranking-algorithms "Ranking Algorithms" is chapter 14 in the Frakes and Baeza-Yates book. It gives a good discussion of the tradeoffs and choices among different term-weighting strategies. Sun, 06 Jul 2025 03:30:29 -0400 https://e-sygoing.link/go/5688111 A Case Study in Web Search Using TREC Algorithms https://e-sygoing.link/link/5688113-a-case-study-in-web-search-using-trec-algorithms This study evaluates the performance of a state-of-the-art keyword-based document ranking algorithm (coming out of TREC) on a popular web search task. Tue, 21 Jan 2025 16:25:59 -0500 https://e-sygoing.link/go/5688113 Latent Semantic Indexing: a Probabilistic Analysis https://e-sygoing.link/link/5688109-latent-semantic-indexing-a-probabilistic-analysis Formal introduction to latent semantic indexing. [PS format] Wed, 25 Dec 2024 21:53:22 -0500 https://e-sygoing.link/go/5688109 Exploring the Similarity Space https://e-sygoing.link/link/5688112-exploring-the-similarity-space Evaluation of many combinations of term frequency statistics, document frequency statistics and document length normalization. [PDF format] Sat, 23 Nov 2024 08:18:56 -0500 https://e-sygoing.link/go/5688112 Is This Document Relevant? ...Probably https://e-sygoing.link/link/5688108-is-this-document-relevant-probably A survey of probabilistic models in information retrieval. [PDF format] Sun, 20 Oct 2024 01:47:16 -0400 https://e-sygoing.link/go/5688108