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Developing a real estate support system nosql data crawling and analyzing for e commerce websites in viet nam

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Nội dung chi tiết: Developing a real estate support system nosql data crawling and analyzing for e commerce websites in viet nam

Developing a real estate support system nosql data crawling and analyzing for e commerce websites in viet nam

VIETNAM NATIONAL UNIVERSITY HO CHI MINH CITY UNIVERSITY OF TECHNOLOGY FACULTY OF COMPUTER SCIENCE AND ENGINEERINGGRADUATION THESISDEVELOPING A REAL ES

Developing a real estate support system nosql data crawling and analyzing for e commerce websites in viet nam STATE SUPPORT SYSTEM: NOSQL DATA CRAWLING AND ANALYZING FOR E-COMMERCE WEBSITES IN VIETNAMCouncil: CLC KHMT IInstructor:Assoc. Prof. Dang Tran KhanhRe

viewer:Assoc. Prof. Tran Minh QuangStudents:Tran Vu Hong Thien (1752506)Nguyen Thanh Quoc Minh (1752349)Nguyen Due Khanh (1752282)Ho Chi Minh City. Ju Developing a real estate support system nosql data crawling and analyzing for e commerce websites in viet nam

ly 2021AcknowledgementWe guarantee that (his research is our own, conducted under the supervision and guidance of Assoc. Prof. Dang Iran Khanh, rhe re

Developing a real estate support system nosql data crawling and analyzing for e commerce websites in viet nam

sult of our research is legitimate and has not been published in any forms prior to this. All materials used within this researched are collected by o

VIETNAM NATIONAL UNIVERSITY HO CHI MINH CITY UNIVERSITY OF TECHNOLOGY FACULTY OF COMPUTER SCIENCE AND ENGINEERINGGRADUATION THESISDEVELOPING A REAL ES

Developing a real estate support system nosql data crawling and analyzing for e commerce websites in viet nam eral other authors and organizations. 1 hey have all been aptly referenced. In any case of plagiarism, we stand by our actions and are to be responsib

le for it. Ho Chi Minh City University of Technology therefore are not responsible for any copyright infringements conducted within our research.Ho Ch Developing a real estate support system nosql data crawling and analyzing for e commerce websites in viet nam

i Minh City, July 26, 202/Group of authorsHo Chi Minh city Univarsity of Technology, VNU-H(JI Faculty of Computer Science and EngineeringAbstractCurre

Developing a real estate support system nosql data crawling and analyzing for e commerce websites in viet nam

ntly in Vietnam, the field of e-commerce is developing extremely strongly. Especially the type of cuslomer-lo-cuslomer commerce, typically websites th

VIETNAM NATIONAL UNIVERSITY HO CHI MINH CITY UNIVERSITY OF TECHNOLOGY FACULTY OF COMPUTER SCIENCE AND ENGINEERINGGRADUATION THESISDEVELOPING A REAL ES

Developing a real estate support system nosql data crawling and analyzing for e commerce websites in viet nam market through data sources on e-commerce websites has also increased rapidly. However, in the age of data explosion, when thousands of pieces of inf

ormation are posted every hour on a huge number of different websites, traditional tools and analytics are gradually becoming overloaded and outdated. Developing a real estate support system nosql data crawling and analyzing for e commerce websites in viet nam

Therefore, it is an urgent need to research and build a system that takes care of collecting and analyzing a very large amount of data, replacing the

Developing a real estate support system nosql data crawling and analyzing for e commerce websites in viet nam

outdated old systems.In this topic, we research, design and build a system mainly focus on collecting and analyzing real estate data on the e-commerc

VIETNAM NATIONAL UNIVERSITY HO CHI MINH CITY UNIVERSITY OF TECHNOLOGY FACULTY OF COMPUTER SCIENCE AND ENGINEERINGGRADUATION THESISDEVELOPING A REAL ES

Developing a real estate support system nosql data crawling and analyzing for e commerce websites in viet nam ilt on technologies suitable for the huge and fast-changing nature of data, typically Big Data technology. Specifically, the work management and distr

ibution mechanisms for multiple processes on multiple machines using the Rab-bitMQ server: build a generic extractor that can vary depending on the ad Developing a real estate support system nosql data crawling and analyzing for e commerce websites in viet nam

ministrator's configuration: Distributed storage and processing of data in various places on Azure Cosmos DB combined with Azure Synapse Analytics. In

Developing a real estate support system nosql data crawling and analyzing for e commerce websites in viet nam

addition, in this topic, we also solve the problem posed in the data crawling process. It is to solve the problem of anticrawling that simulates user

VIETNAM NATIONAL UNIVERSITY HO CHI MINH CITY UNIVERSITY OF TECHNOLOGY FACULTY OF COMPUTER SCIENCE AND ENGINEERINGGRADUATION THESISDEVELOPING A REAL ES

Developing a real estate support system nosql data crawling and analyzing for e commerce websites in viet nam to assist users in making decisions about the sale of e-commerce real estate by predicting price of the property according to criteria matching the in

put. The decision support work will be carried out by analysis data according to machine learning models such as Multiple Linear Regression. In additi Developing a real estate support system nosql data crawling and analyzing for e commerce websites in viet nam

on, the system also integrates the visualization of the data on the collected websites.To evaluate the system, in this project, we have deployed the w

Developing a real estate support system nosql data crawling and analyzing for e commerce websites in viet nam

hole system on many machines. Then, we run the system from data collected from three different e-commerce websites are chotot.vn. nhadat247.com.vn and

VIETNAM NATIONAL UNIVERSITY HO CHI MINH CITY UNIVERSITY OF TECHNOLOGY FACULTY OF COMPUTER SCIENCE AND ENGINEERINGGRADUATION THESISDEVELOPING A REAL ES

Developing a real estate support system nosql data crawling and analyzing for e commerce websites in viet nam Minh City University of Technology, VNU-HCFaculty of Computer Science and Engineeringmake an assessment of performance, reasonableness as well as rem

aining limitations, if any. Experimental results show that each component in the system works efficiently and stably. The decision support system also Developing a real estate support system nosql data crawling and analyzing for e commerce websites in viet nam

gives accurate and grounded recommendation results, which are also clearly visualized.The content of the thesis is presented as follows:•Chapter 1: I

Developing a real estate support system nosql data crawling and analyzing for e commerce websites in viet nam

ntroduction overview; scope, scientific significance as well as practical significance of the topic.•Chapter 2: Presenting the theoretical bases relat

VIETNAM NATIONAL UNIVERSITY HO CHI MINH CITY UNIVERSITY OF TECHNOLOGY FACULTY OF COMPUTER SCIENCE AND ENGINEERINGGRADUATION THESISDEVELOPING A REAL ES

Developing a real estate support system nosql data crawling and analyzing for e commerce websites in viet nam provided.•Chapter 4: Analyze and design the architecture of each component as well as the entire system.•Chapter 5: Describe how to implement the comp

onents in the system. Developing a real estate support system nosql data crawling and analyzing for e commerce websites in viet nam

VIETNAM NATIONAL UNIVERSITY HO CHI MINH CITY UNIVERSITY OF TECHNOLOGY FACULTY OF COMPUTER SCIENCE AND ENGINEERINGGRADUATION THESISDEVELOPING A REAL ES

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