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Modeling Across-Context Attention For Long-Tail Query Classification in E-commerce
Web Search and Data Mining, 2021Product query classification is the basic component for query understanding, which aims to classify the user queries into multiple categories under a predefined product category taxonomy for the E-commerce search engine.
Junhao Zhang +5 more
semanticscholar +1 more source
A Deep Web Query Interfaces Classification Method Based on RBF Neural Network
Wuhan University Journal of Natural Sciences, 2007 Yuan, Fang, Zhao Zhao, Yao -, Zhou, Xu
semanticscholar +4 more sources
Course Recommendation Based on Query Classification Approach
International Journal of Web-Based Learning and Teaching Technologies, 2018This article describes how with a non-formal education, a scholar has to choose courses among various domains to meet the research aims. In spite of this, the availability of large number of courses, makes the process of selecting the appropriate course ...
Zameer Gulzar, A. Leema
semanticscholar +1 more source
Query Classification based Information Retrieval System
2018 International Conference on Intelligent Informatics and Biomedical Sciences (ICIIBMS), 2018Information Retrieval (IR) system finds the relevant documents from a large dataset according to the user query. Queries submitted by users to search engines might be ambiguous, concise and their meaning may change over time.
Naw Thiri Wai Khin, Nyo Nyo Yee
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Search engine effectiveness using query classification: a study
Online information review (Print), 2016Purpose – The purpose of this paper is to highlight the retrieval effectiveness of search engines taking into consideration both precision and relative recall.
Sabha Ali, Sumeer Gul
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Personalized Content Extraction and Text Classification Using Effective Web Scraping Techniques
Int. J. Web Portals, 2019Web scraping is a technique to extract information from various web documents automatically. It retrieves the related contents based on the query, aggregates and transforms the data from an unstructured format into a structured representation.
Tharun Karthikeyan +4 more
semanticscholar +1 more source
Query classification and study of university students' search trends
Program, 2012Purpose – This study is an attempt to develop an automatic identification method for Arabic web queries and divide them into several query types using data mining.
Majdi Maabreh, M. Al-Kabi, I. Alsmadi
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International Journal of Applied Evolutionary Computation, 2016
In this paper novel method is proposed using hybrid of Genetic Algorithm GA and Back Propagation BP Artificial Neural Network ANN for learning of classification of user queries to cluster for effective Personalized Web Search.
S. Chawla
semanticscholar +1 more source
In this paper novel method is proposed using hybrid of Genetic Algorithm GA and Back Propagation BP Artificial Neural Network ANN for learning of classification of user queries to cluster for effective Personalized Web Search.
S. Chawla
semanticscholar +1 more source