[Retracted] Hadoop‐Based Painting Resource Storage and Retrieval Platform Construction and Testing

Abstract

This paper adopts Hadoop to build and test the storage and retrieval platform for painting resources. This paper adopts Hadoop as the platform and MapReduce as the computing framework and uses Hadoop Distributed Filesystem (HDFS) distributed file system to store massive log data, which solves the storage problem of massive data. According to the business requirements of the system, this paper designs the system according to the process of web text mining, mainly divided into log data preprocessing module, log data storage module, log data analysis module, and log data visualization module. The core part of the system is the log data analysis module. The analysis of search keywords ranking, Uniform Resource Locator (URL), and user click relationship, URL ranking, and other dimensions are realized through data statistical analysis, and Canopy coarse clustering is performed first according to search keywords, and then K-means clustering is used for the results after Canopy clustering, and the calculation of cosine similarity is adopted to realize the grouping of users and build user portrait. The Hadoop development environment is installed and deployed, and functional and performance tests are conducted on the contents implemented in this system. The constructed private cloud platform for remote sensing image data can realize online retrieval of remote sensing image metadata and fast download of remote sensing image data and solve the problems in storage, data sharing, and management of remote sensing image data to a certain extent.

Data Lake Conceptualized Web Platform for Food Research Data Collection

“…Other studies have explored the advantages of Hadoop in storing and searching proteomic datasets [14], as well as storing largescale genomic data in FASTA/Q files [15]. In addition, research has been conducted to explore the use of Hadoop in connecting painting resources with a storage-and-retrieval system [16] and building data repositories by investigating storage formats and technologies for large-scale data [17].…”

Retracted: Hadoop-Based Painting Resource Storage and Retrieval Platform Construction and Testing

“…Tis article has been retracted by Hindawi following an investigation undertaken by the publisher [1]. Tis investigation has uncovered evidence of one or more of the following indicators of systematic manipulation of the publication process:…”