Detecting hot topics from academic big data

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August undefined, 2024

WebNov 1, 2024 · Hot and cold topics. A primary purpose of Topic Detection and Tracking is to identify the “hot” topics in an academic field at a particular point in time (Griffiths and Steyvers 2004), to assist with detecting research fronts (Chen and Guan 2011). Nederhof and van Wijk identify three types of topics. “Hot” topics are those for which the ...

Big Data Analytics in Cyber Security – IJERT

WebAnswer: If you select a hot topic you will be competing with thousands, and if you have no exceptional insights, your result will be average. And that may be ok if you are looking for … WebFeb 1, 2024 · This study proposes the Hot Topics Rising Star Rank (HTRS-Rank) method for finding rising stars by detecting hot topics. HTRS-Rank finds the junior scholars, who contribute to hot topics at the start of their career and ranks them based on the presence of hot topics in their publications. AMiner five years dataset ranging from 2005–2009 is ... on off hull cleaner ingredients

Detecting Hot Topics From Academic Big Data - Semantic …

WebJul 4, 2024 · In recent years, the recognition of hot topics and the analysis of their evolution path in the frontier of a field have received widespread attention from the academic community. It can not only reveal the development trend of a certain field but also discover the evolution law of topic content in different development stages of the field. However, … 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. on off hydraulic valve

Research on Hot Topic Recognition and Its Evolution Analysis

Hot Topics in Research Methods: Big Data Analysis - SAGE …

WebDetecting hot topics from massive academic data is a very challenging task. Because various types of academic information are overgrowing, e.g., papers, news, and … 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 … in which type of symbiotic dose oneWebA DeepWalk-based keyword extraction algorithm for a single paper (S-DWKE) is proposed to detect popular topics in diverse academic fields dynamically and a keywords … in which type of symbiotic dose one oragnism

"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 … " - Detecting hot topics from academic big data

Detecting hot topics from academic big data

A Novel Analytical Framework for Educational Intelli-gence

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 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.

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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 WebTo solve this problem, we list the top 100 topics in data science that learners can choose from. Trendy Big Data Research Topics. Students that want to focus on emerging issues when writing academic papers and …

WebFIGURE 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 … WebJan 27, 2024 · Platforms for big data computing- Big data analytics and adoption. Parallel big data programming and processing techniques. Semantics in big data. Machine …

WebNov 11, 2024 · For detecting new topics, they developed a clustering framework, and use a range of content and temporal features to detect new hot topics. Although hot topic trend analysis based on temporal and spatial characteristics is important for a better detection of topic trend, for better understanding the trend of topic aggregation and … WebMay 21, 2024 · 1 Introduction. A large part of technological development in our society is based on academic research [1, 2].Recently, quite a few academic fields that attract much attention, such as nanotechnology …

WebOct 17, 2024 · Reliably detecting insider trading is a major impediment to both research and regulatory practice. Using account-level transaction data, we propose a novel approach. Specifically, after extracting several key empirical features of typical insider trading cases from existing regulatory actions, we then employ a machine learning methodology to …

WebJun 18, 2024 · Social networks are real-time platforms formed by users involving conversations and interactions. This phenomenon of the new information era results in a very huge amount of data in different forms … in which type of writing would an interjetionWebJun 27, 2024 · Fig 1: 8V’s of Big data Courtesy: Elena. Having understood the 8V’s of big data, let us look into details of research problems to be addressed. General big data research topics [3] are in the lines of: … in which uganda salary grade is acpWebUse this interactive dataset—a subset of data from the 2012 Cooperative Congressional National Election Study—to learn the method of logistic regression with the software … onoffice abwesenheitsnotizWebSep 1, 2015 · 1. Data analytics: A game changer for public accounting. The term big data and the related approaches to analyzing data, often referred to as data analytics (hereafter, DA) or predictive analytics, have been discussed at length in the popular press and academic journals—to the point of oversaturation in recent years.University programs … in which uk city was the titanic builtWeb166 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 and methodologies. Big data is so massive and complicated that it cannot be handled using ordinary application software. For instance, some frameworks, such as Hadoop, are ... onoffice2020WebJun 12, 2024 · Comparing two sets of documents to identify new topics is useful in many applications, like discovering trending topics from sets of scientific papers, emerging topic detection in microblogs, and interpreting sentiment variations in Twitter. In this paper, the main topic-modeling-based approaches to address this task are examined to identify … in which type of soil does maize grow wellWebApr 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. onoffice2015