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Apr 09, 2025Open    Access

Research on the Design of Data Asset Valuation Platform Based on WEB

Tian Shen
With the rapid development of big data, mining the potential value of big data has become the key to the future development of science and technology. Especially with the introduction of the concept of “data assets”, popularizing data asset knowledge and expanding the data asset market have gradually become research hotspots. As an intangible asset, data assets have the characteristics of continuous growth, diverse categories, and frequent updates compared to traditional assets. Therefore, it is...
Open Access Library J.   Vol.12, 2025
Doi:10.4236/oalib.1113225


Apr 07, 2025Open    Access

Digital Transformation of Professional Markets in Zhejiang Province: Practice and Exploration of Internet Empowerment and Ecosystem Reshaping

Xiaolin Wang,Ying Ying,Zhejun Ji
As a cornerstone of China’s economic modernization, Zhejiang Province has developed a globally influential network of professional markets since its post-reform industrialization. These markets have played a key role in driving local economic growth. This study examines the structural impact of internet-driven innovation on Zhejiang’s markets through three main dimensions: transaction cost reduction, industrial agglomeration, and digital eco-system evolution. The study also suggests policy recom...
Open Access Library J.   Vol.12, 2025
Doi:10.4236/oalib.1113203


Feb 06, 2025Open    Access

Business Analytics in the Era of Big Data: Driving Informed Decision-Making

Md Ekramul Hoque,Bilkish Nurani,Niladry Chowdhury,Md Saidur Rahaman,Md Minhajul Amin
Business Analytics (BA) has become a transformative tool in driving data-informed decision-making across industries. This study explores the adoption rates, impact on decision-making, and the effectiveness of BA tools in diverse sectors, including finance, retail, healthcare, manufacturing, and telecommunications. It highlights key trends in BA adoption, analyzes its impact on decision-making processes, and evaluates the effectiveness of popular tools such as data visualization, predictive analy...
Open Access Library J.   Vol.12, 2025
Doi:10.4236/oalib.1112887


Aug 16, 2024Open    Access

An Overview and Prospects Analysis of Data Mining Technology

Pengpeng Sun
Data mining is the process of extracting useful information and knowledge from mass data. Through statistics, machine learning, pattern recognition and other technologies, data is analyzed and processed to discover potential patterns and laws. This paper provides an indepth overview of the basic concepts and main technologies of data mining, including data association, data classification, and clustering. The application of data mining in the fields of Internet, finance, medical treatment and en...
Open Access Library J.   Vol.11, 2024
Doi:10.4236/oalib.1111949


Jul 11, 2024Open    Access

Enhancing Emergency Rescue Capability in Scenic Areas Using Big Data Technology: A Case Study of Mount Tai Scenic Area

Tongxing Li,Boye Li,Yongfeng Zhang,Xiaoyu Tan,Zixuan Li
This study takes Mount Tai Scenic Area as a case study to explore how big data technology can enhance the emergency rescue capability of scenic areas. This paper analyzes the methods and means of using big data technology to improve the emergency rescue capability of scenic spots and the shortcomings in the development and design of emergency rescue system. The research findings indicate that big data technology holds significant potential for application in emergency rescue operations in scenic...
Open Access Library J.   Vol.11, 2024
Doi:10.4236/oalib.1111775


May 08, 2024Open    Access

Application of Facebook and Twitter Media Communication Channels in University Libraries in Kenya

Samuel Kairigo Wakahia,Patrick Oduor Owoche
The purpose of this research was to investigate the application of Facebook and Twitter social media handles as communication channels by Universi-ty Libraries in Kenya. The objectives of the research were to examine the application of Facebook and Twitter as communication channels and their usage trends within academic libraries and to develop a strategy for the application of social media by university libraries. This research has high-lighted how Social Media handles, specifically Facebook an...
Open Access Library J.   Vol.11, 2024
Doi:10.4236/oalib.1111415


Sep 15, 2023Open    Access

Heavy-Head Sampling Strategy of Graph Convolutional Neural Networks for q-Consistent Summary-Explanations with Application to Credit Evaluation Systems

Xinrui Dou
Machine learning systems have found extensive applications as auxiliary tools in domains that necessitate critical decision-making, such as healthcare and criminal justice. The interpretability of these systems’ decisions is of paramount importance to instill trust among users. Recently, there have been developments in globally-consistent rule-based summary-explanation and its max-support (MSGC) problem, enabling the provision of explanations for specific decisions along with pertinent dataset s...
Open Access Library J.   Vol.10, 2023
Doi:10.4236/oalib.1110615


Feb 09, 2023Open    Access

Using Data-Mining to Solve Crimial Cases

Tongxing Li, Yongfeng Zhang, Jiaojiao Zhao, Hui Zhang
Crime is a serious social problem, which affects the improvement of the quality of life and the development of social economy. Under the background of the information age, how to effectively use the collected large amount of crime data to analyze and predict crime is particularly important. Data-mining can extract implicit, unknown and potentially valuable information from a large number of original data. This paper studies how to use data-mining to analyze the intelligence value behind massive ...
Open Access Library J.   Vol.10, 2023
Doi:10.4236/oalib.1109685


Nov 30, 2022Open    Access

Distribution Estimation of Invasive Species Based on Crowdsourcing Reports

Yuxin Shi, Siyuan Liu, Tingzhen Liu
Species invasion will cause certain harm to the local ecosystem. Vespa mandarinia, discovered on Vancouver Island, is harmful to agriculture and predators of European honeybees. The government tried to use a crowdsourcing system to collect information and formulate policies to eliminate Vespa mandarinia. However, the information provided by the local population about Vespa mandarinia is not entirely accurate. For this problem, we build a method to mine trusted informat...
Open Access Library J.   Vol.9, 2022
Doi:10.4236/oalib.1109474


Nov 23, 2021Open    Access

Research on the Application of Big Data Mining in the Construction of Smart Campus

Xianmin Zhang, Jiajia Shen, Peijian Wu, Deliang Sun
With the development of science and technology, the informatization construction of colleges and universities has stepped into the era of big data, and the informatization construction of colleges and universities has changed from digital campus to smart campus. This paper first summarizes the research status from the concept and evolution of the smart campus, the meaning and application of big data and data mining, the characteristics and architecture of the construction of the smart campus, an...
Open Access Library J.   Vol.8, 2021
Doi:10.4236/oalib.1108169


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