Year: 2024
Type: article
Abstract: This paper reviews existing literature on substance-based multimedia data retrieval and evaluates its role in various research directions, including browsing and search optimization models, user studies, efficient computing, machine learning, semantic queries, emerging features and media types, high-performance indexing, and evaluation methodologies. We identify and discuss significant future challenges based on the current state of the art. These challenges include retrieval models, cross-lingual retrieval, web search, user modeling, content extraction, topic retrieval and tracking, summarization, question answering, meta-search, distributed retrieval, multimedia retrieval, data extraction, and the requirements for testbeds in future research.
DOI: 10.69591/jcai.2.2.2
Author: Reamsha Khan
Institution: University of Management and Technology
Language: English
Subfield: Information Systems
Field: Computer Science
Domain: Physical Sciences
Open Access status: hybrid
OpenAlex ID: W4414512827
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