Публікація: The role of big data in improving functionality of search engines
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Дата
2024
Автори
Назва журналу
ISSN журналу
Назва тома
Видавництво
Barca Academy Publishing
Анотація
Big Data technologies play a crucial role in enhancing the functionality of modern search engines. By integrating Big Data, the processes of processing and interpreting information are significantly improved, leading to increased accuracy, relevance, and speed of search results. The vast amount of data available allows search engines to better understand user needs and deliver more personalized results, which is particularly important given the current demands for fast and precise information retrieval. Moreover, the application of Big Data significantly enhances machine learning and artificial intelligence algorithms, enabling more efficient processing of large data volumes and reducing the impact of information noise. This results in more accurate ranking of search results and a lower likelihood of retrieving irrelevant data.
However, integrating Big Data into search engines presents certain challenges, such as the need to process and store massive amounts of data, address privacy and security concerns, and develop algorithms capable of managing such data effectively. Additionally, issues related to maintaining speed and efficiency in real-time data processing must be addressed. The future prospects for using Big Data in the development of search platforms are very promising. Continued research and advancements in this field could lead to even more accurate and faster search engines that better meet user needs and adapt to changing conditions. In conclusion, Big Data is a key factor in the modernization of search engines, offering new opportunities to enhance their functionality and efficiency. Successful integration of these technologies not only improves search quality but also addresses several critical challenges faced by modern information systems.
Опис
Ключові слова
big data, information retrieval systems
Бібліографічний опис
Kaponkin V. The role of big data in improving functionality of search engines / V. Kaponkin, S. Sotnik // European congress of scientific achievements : proceedings of the 8th International scientific and practical conference, Barcelona, Spain, August 12-14, 2024. - Barcelona : Barca Academy Publishing, 2024. – P. 69-76.