Detecting hot topics from academic big data
WebOct 23, 2024 · Businesses and organizations are coming to understand that a robust AI engineering strategy will improve “the performance, scalability, interpretability and reliability of AI models” and ... WebHot topics change as time goes by due to the progress of the fields they belong to, particularly when the paradigm shifts happened. The methods for detecting hot topics have been developed a lot during the past decades. At first, detecting hot topics and identifying research trends are regarded as the specialties and tasks of domain experts.
Detecting hot topics from academic big data
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WebTherefore, how to efficiently and accurately detect hot topics from big academic data is the main problem that researchers are facing. In view of this, we design a general … WebApr 24, 2024 · Allahabad, Uttar Pradesh, India. Abstract-Big data analytics in security involves the ability to gather massive amounts of digital information to analyze, visualize and draw insights that can make it possible to predict and stop cyber attacks. Along with security technologies, it gives us stronger cyber defense posture.
WebHot topics change as time goes by due to the progress of the fields they belong to, particularly when the paradigm shifts happened. The methods for detecting hot topics … WebFeb 17, 2016 · Results of Hot-Topic Extraction. After detecting the time periods using the ELM, the next step is to extract the hot topic using the topic model. The LDA model generates the probabilities of topics in the “document,” which consists of microblogs published in 1 h, and provides a topic space for “documents.”.
WebJul 1, 2024 · Fig. 2 presents the annual number of published big data papers in business research. The initial study was published in 2008, and then there is an emerged slow increase trend from 2010 to 2013. 4 After 2013, the number of big data research publications increases rapidly, which indicates that the great value and importance of big … Web166 Latest Big Data Research Topics And Fascinating Ideas. Big data refers to a huge volume of data, whether organized or unorganized, whose analysis shapes technologies …
WebApr 5, 2024 · These data will appear as different structures, including—but not limited to—the following: Big data. The concept of big data —data that is so large, fast, or complex, that it is difficult or impossible to process using traditional methods—gained momentum in the early 2000s. Then, Doug Laney, an industry analyst, articulated what is …
WebOct 23, 2024 · The query-based approach towards big data is implemented in study of Wang et al. , which can generate essential topics from big educational data. ... Wang, B., Yang, Bo., Shan, S., & Chen, H. (2024). Detecting Hot Topics From Academic Big Data. IEEE Access, 7, 185916–185927. Article Google Scholar polymer rheology presentationWebABSTRACT Detecting hot topics from massive academic data is a very challenging task. Because various Because various types of academic information are overgrowing, e.g., … shank movie trailerWebDetecting Hot Topics From Academic Big Data @article{Wang2024DetectingHT, title={Detecting Hot Topics From Academic Big Data}, author={Beibei Wang and Bo … polymer roofing materialsWebDec 17, 2024 · Detecting hot topics from massive academic data is a very challenging task. Because various types of academic information are overgrowing, e.g., papers, … polymer roofingWebof science is to determine research trends and hot topics. Therefore, this study aimed to determine the research trends on the Library and Information Science (LIS) in the Scopus database during 2011-2024 and specify the hot topics in this field from July 2024 to July 2024. Materials and Methods: This study used scientometric techniques. polymer road dust controlWebApr 5, 2024 · The recent evolution of machine learning (ML) algorithms and the high level of expertise required to use them have fuelled the demand for non-experts solutions. The selection of an appropriate algorithm and th... Moncef Garouani, Adeel Ahmad, Mourad Bouneffa and Mohamed Hamlich. Journal of Big Data 2024 10 :14. shank movie freeWebFIGURE 4. Hot topic detection results. In the hot topic discovery interface, users can view weekly hotspots, monthly hotspots and annual hotspots in different academic fields in Chinese or English. In (a), it shows the annual hot topics of computer science, and the keywords in the hot topic ‘‘neural networks . . . ’’ are listed in (b), the papers including … shank muscles