Web mining
View article
Web Scraping or Web Crawling: State of Art, Techniques, Approaches and Application Open
Web scraping or web crawling refers to the procedure of automatic extraction of data from websites using software. It is a process that is particularly important in fields such as Business Intelligence in the modern age. Web scrapping is a…
View article
Data Mining: Web Data Mining Techniques, Tools and Algorithms: An Overview Open
Web data mining became an easy and important platform for retrieval of useful information. Users prefer World Wide Web more to upload and download data. As increasing growth of data over the internet, it is getting difficult and time consu…
View article
Fraud Detection in Online Content Mining Relies on the Random Forest Algorithm Open
Web data mining extracts insights from the massive volume of Web data.This intelligence may improve search engine results, analyze consumer patterns, and detect fraud.Web content, structure, and use mining are the primary categories of web…
View article
A review on big data based parallel and distributed approaches of pattern mining Open
Pattern mining is a fundamental technique of data mining to discover interesting correlations in the data set. There are several variations of pattern mining, such as frequent itemset mining, sequence mining, and high utility itemset minin…
View article
Data Mining Techniques for Web Mining: A Survey Open
The data mining (DM) is the computational process that consists of searching, extracting, and analyzing patterns in large data sets, including methods at the intersection of artificial intelligence, machine learning, statistics, and databa…
View article
Web mining for innovation ecosystem mapping: a framework and a large-scale pilot study Open
Existing approaches to model innovation ecosystems have been mostly restricted to qualitative and small-scale levels or, when relying on traditional innovation indicators such as patents and questionnaire-based survey, suffered from a lack…
View article
Ranking Analysis for Online Customer Reviews of Products Using Opinion Mining with Clustering Open
Sites for web‐based shopping are winding up increasingly famous these days. Organizations are anxious to think about their client purchasing conduct to build their item deal. Internet shopping is a method for powerful exchange among cash a…
View article
Analysis of Users’ Behavior in Structured e-Commerce Websites Open
Online shopping is becoming more and more common in our daily lives. Understanding users'' interests and behavior is essential to adapt e-commerce websites to customers'' requirements. The information about users'' behavior is stored in th…
View article
Artificial Intelligence-Based Medical Data Mining Open
Understanding published unstructured textual data using traditional text mining approaches and tools is becoming a challenging issue due to the rapid increase in electronic open-source publications. The application of data mining technique…
View article
Web Scraping Techniques and Applications: A Literature Review Open
Big data analytics gives organizations a way to analyze huge data sets and gather new information. It helps answer basic questions about business operations and business performance. It also helps discover unknown patterns in vast datasets…
View article
An Appraisal on Recurrent Pattern Analysis Algorithm from the Net Monitor Records Open
Web data mining is a rising examination territory where taking out information is an essential job and a range of algorithms has been projected with a specific end goal to comprehend the an assortment of issues identified with web mining f…
View article
WEB DATA MINING FOR MONITORING BUSINESS EXPORT ORIENTATION Open
The World Wide Web (WWW) has become the largest repository of information in the world, providing a data stream that grows at the same time as the scope of the Internet does in society. As with most Information and Communication Technologi…
View article
Towards a framework for detecting advanced Web bots Open
Automated programs (bots) are responsible for a large percentage of website traffic. These bots can either be used for benign purposes, such as Web indexing, Website monitoring (validation of hyperlinks and HTML code), feed fetching Web co…
View article
The Concept of Data Mining and Knowledge Extraction Techniques Open
Recent days, the concept of data mining and the need for it, its objectives and its uses in various fields, explain its procedures and tools, the type of data that is mined, and the structural structure of that data while simplifying the c…
View article
Web Data Extraction from Scientific Publishers’ Website Using Heuristic Algorithm Open
WWW is a huge repository of information and the amount of information available on the web is growing day by day in an exponential manner.End users make use of search engines like Google, Yahoo, and Bingo etc. for retrieving information.Se…
View article
Data Mining Techniques and Applications Open
In recent days internet is considered as the main supply for searching the information and collecting data . The extraction of the data from the web offers several query results. Machine-controlled tools are needed through queries from the…
View article
Web News Mining using Back Propagation Neural Network and Clustering using K-Means Algorithm in Big Data Open
In today's era, technology increasing day by day that changes the needs and minds of human beings. In this modern world handling data and information is the main problem. Many new technologies are developed for gathering the large data lik…
View article
A Ranking Learning Model by K-Means Clustering Technique for Web Scraped Movie Data Open
Business organizations experience cut-throat competition in the e-commerce era, where a smart organization needs to come up with faster innovative ideas to enjoy competitive advantages. A smart user decides from the review information of a…
View article
Detection of Advanced Web Bots by Combining Web Logs with Mouse Behavioural Biometrics Open
Web bots vary in sophistication based on their purpose, ranging from simple automated scripts to advanced web bots that have a browser fingerprint, support the main browser functionalities, and exhibit a humanlike behaviour. Advanced web b…
View article
Business process mining from e-commerce event web logs: Conformance checking and bottleneck identification Open
A range of advanced methods have been formulated and utilized in the efforts of improving the business processes in many enterprises. One impacting enhancement technique is to employ process mining algorithms as modeling and analysis tools…
View article
Content Extraction Studies using Neural Network and Attribute Generation Open
Objectives: The amount of information available on web today is more than at any point in history, and greater challenges arouse due to this huge wealth of information available. Also to deal with this information overload, challenging too…
View article
Rapid Text Retrieval and Analysis Supporting Latent Dirichlet Allocation Based on Probabilistic Models Open
Text mining, also known as text analysis, is the process of converting unstructured text data into meaningful and functional information. Text mining uses different AI technologies to automate data and generate valuable insights, allowing …
View article
Data stream mining techniques: a review Open
A plethora of infinite data is generated from the Internet and other information sources. Analyzing this massive data in real-time and extracting valuable knowledge using different mining applications platforms have been an area for resear…
View article
Sentimental classification analysis of polarity multi-view textual data using data mining techniques Open
The data and information available in most community environments is complex in nature. Sentimental data resources may possibly consist of textual data collected from multiple information sources with different representations and usually …
View article
Using Data Mining Techniques for Detecting Dependencies in the Outcoming Data of a Web-Based System Open
The increasing amount of data from web systems data is becoming one of the most valuable resources for information retrieval and knowledge discovery. The huge content of information makes it an important area for data mining research. To a…
View article
Web Mining and Minimization Framework Design on Sentimental Analysis for Social Tweets Using Machine Learning Open
Web expansion includes various objective parameters such as storage devices, descriptive machines and third party optimization algorithms, making the web bulky and stacked for dynamic search results. Thus, web search optimization technique…
View article
Dark Web Data Classification Using Neural Network Open
There are several issues associated with Dark Web Structural Patterns mining (including many redundant and irrelevant information), which increases the numerous types of cybercrime like illegal trade, forums, terrorist activity, and illega…
View article
MINING ASSOCIATIVE RELATIONS FROM WEBSITE LOGS AND THEIR APPLICATION TO CONTEXT-DEPENDENT RETRIEVAL USING SPREADING ACTIVATION Open
We have devized a methodology that mines sequential navigation patterns from a website's logs to enable us to identify the most signicant associative links in the networks. Spreading activation can then be applied to the generated net…
View article
Web Data Extraction Approach for Deep Web using WEIDJ Open
Data extraction is one of the most prominent areas in data mining analysis that is been extensively studied especially in the field of data requirements and reservoir. The main aim of data extraction with regards to semi-structured data is…
View article
A Survey on Web Mining Techniques and Applications Open
Information on Internet and especially on Web sites increasing rapidly day by day, Web sites play an important role in this manner where a lot of Web users are always upload, download and brows a lot of contents based on their needs. Web s…