Text Retrieval and Filtering: Analytic Models of Performance: 3 (The Information Retrieval Series, 3) - Image 1

£146.74

Springer Text Retrieval and Filtering: Analytic Models of Performance: 3 (The Information Retrieval Series, 3)

Name: Text Retrieval and Filtering: Analytic Models of Performance: 3 (The Information Retrieval Series, 3)
Brand: Springer
Price: 143.63 GBP
Availability: InStock

AI & Machine Learning

Price History & Forecast

Last 90 days • 90 data points

Historical

Generating forecast...

Price Distribution

Price distribution over 90 days • 5 price levels

Days at Price

Current Price

Price Analysis

Most common price: £143 (34 days, 37.8%)

Price range: £139 - £147

Price levels: 5 different prices over 90 days

Description

Text Retrieval and Filtering: Analytical Models of Performance is the first book that addresses the problem of analytically computing the performance of retrieval and filtering systems. The book describes means by which retrieval may be studied analytically, allowing one to describe current performance, predict future performance, and to understand why systems perform as they do. The focus is on retrieving and filtering natural language text, with material addressing retrieval performance for the simple case of queries with a single term, the more complex case with multiple terms, both with term independence and term dependence, and for the use of grammatical information to improve performance. Unambiguous statements of the conditions under which one method or system will be more effective than another are developed. Text Retrieval and Filtering: Analytical Models of Performance focuses on the performance of systems that retrieve natural language text, considering full sentences as well as phrases and individual words. The last chapter explicitly addresses how grammatical constructs and methods may be studied in the context of retrieval or filtering system performance. The book builds toward solving this problem, although the material in earlier chapters is as useful to those addressing non-linguistic, statistical concerns as it is to linguists. Those interested in grammatical information should be cautioned to carefully examine earlier chapters, especially Chapters 7 and 8, which discuss purely statistical relationships between terms, before moving on to Chapter 10, which explicitly addresses linguistic issues. Text Retrieval and Filtering: Analytical Models of Performance is suitable as a secondary text for a graduate level course on Information Retrieval or Linguistics, and as a reference for researchers and practitioners in industry.

Product Specifications

Brand: Springer
Format: paperback
ASIN: 1461376122
Category: Books > Subjects > Computing & Internet > Computer Science > AI & Machine Learning
Domain: Amazon UK
Publication Date: 12 October 2012
Listed Since: 03 March 2013

Barcode

No barcode data available

Springer Text Retrieval and Filtering: Analytic Models of Performance: 3 (The Information Retrieval Series, 3)

Price History & Forecast

Price Distribution

Price Analysis

Description

Product Specifications

Barcode

Similar Products You Might Like

Text Retrieval and Filtering: Analytic Models of Performance: 3 (The Information Retrieval Series, 3)

Cross-Language Information Retrieval: 2 (The Information Retrieval Series)

Text Mining with Machine Learning: Principles and Techniques

Concepts and Methods for a Librarian of the Web: 62 (Studies in Big Data, 62)

Computational Linguistics and Intelligent Text Processing: 17th International Conference, CICLing 2016, Konya, Turkey, April 3–9, 2016, Revised ... (Lecture Notes in Computer Science, 9624)

Applied Informetrics for Information Retrieval Research (New Directions in Information Management)

Large Language Model Crash Course: Hands on With Python (Mastering Machine Learning)

Intelligent Language Tutors: Theory Shaping Technology

Prominent Feature Extraction for Sentiment Analysis: 2 (Socio-Affective Computing, 2)

Experiment and Evaluation in Information Retrieval Models

Recent Developments in Computational Collective Intelligence: 513 (Studies in Computational Intelligence, 513)

The Geometry of Information Retrieval

Similar Languages, Varieties, and Dialects: A Computational Perspective (Studies in Natural Language Processing)

Intelligent Information Access: 301 (Studies in Computational Intelligence, 301)

Parallel Text Processing: Alignment and Use of Translation Corpora: 13 (Text, Speech and Language Technology, 13)

Intelligent Information and Database Systems: 9th Asian Conference, ACIIDS 2017, Kanazawa, Japan, April 3-5, 2017, Proceedings, Part I: 10191 (Lecture Notes in Computer Science, 10191)

Integrated Intelligent Computing, Communication and Security: 771 (Studies in Computational Intelligence, 771)

Multimedia Information Retrieval: Theory and Techniques (Chandos Information Professional Series)

Classification Methods for Internet Applications: 69 (Studies in Big Data, 69)

Research and Development in Intelligent Systems XXVI: Incorporating Applications and Innovations in Intelligent Systems XVII

Natural Language Processing Projects: Build Next-Generation NLP Applications Using AI Techniques

International Conference on Information Technology and Communication Systems: 640 (Advances in Intelligent Systems and Computing, 640)

Natural Language Analytics with Generative Large-Language Models: A Practical Approach with Ollama and Open-Source LLMs (SpringerBriefs in Computer Science)

When NLP meets LLM: Neural Approaches to Context-based Conversational Question Answering