scholarly journals Personalized Recommendation Algorithm for Web Pages Based on Associ ation Rule Mining

2018 ◽  
Vol 173 ◽  
pp. 03020
Author(s):  
Lu Xing-Hua ◽  
Ye Wen-Quan ◽  
Liu Ming-Yuan
Keyword(s):  
User Satisfaction ◽  
Personalized Recommendation ◽  
Web Pages ◽  
Semantic Features ◽  
Web Page ◽  
Web Crawler ◽  
Rule Mining ◽  
Recommendation Algorithm ◽  
Browsing Behavior ◽  
The Web

In order to improve the user ' s ability to access websites and web pages, according to the interest preference of the user, the personalized recommendation design is carried out, and the personalized recommendation model for web page visit is established to meet the personalized interest demand of the user to browse the web page. A webpage personalized recommendation algorithm based on association rule mining is proposed. Based on the semantic features of web pages, user browsing behavior is calculated by similarity computation, and web crawler algorithm is constructed to extract the semantic features of web pages. The autocorrelation matching method is used to match the features of web page and user browsing behavior, and the association rules feature quantity of user browsing website behavior is mined. According to the semantic relevance and semantic information of web users to search words, fuzzy registration is taken, Web personalized recommendation is obtained to meet the needs of the users browse the web. The simulation results show that the method is accurate and user satisfaction is higher.

scholarly journals Semantic Features with Contextual Knowledge-Based Web Page Categorization Using the GloVe Model and Stacked BiLSTM

Symmetry ◽  
2021 ◽  
Vol 13 (10) ◽  
pp. 1772
Author(s):  
Amit Kumar Nandanwar ◽  
Jaytrilok Choudhary
Keyword(s):  
Short Term Memory ◽  
Web Pages ◽  
Semantic Features ◽  
Contextual Knowledge ◽  
Web Page ◽  
Short Term ◽  
Knowledge Based ◽  
Proposed Model ◽  
Long Short Term Memory ◽  
The Web

Internet technologies are emerging very fast nowadays, due to which web pages are generated exponentially. Web page categorization is required for searching and exploring relevant web pages based on users’ queries and is a tedious task. The majority of web page categorization techniques ignore semantic features and the contextual knowledge of the web page. This paper proposes a web page categorization method that categorizes web pages based on semantic features and contextual knowledge. Initially, the GloVe model is applied to capture the semantic features of the web pages. Thereafter, a Stacked Bidirectional long short-term memory (BiLSTM) with symmetric structure is applied to extract the contextual and latent symmetry information from the semantic features for web page categorization. The performance of the proposed model has been evaluated on the publicly available WebKB dataset. The proposed model shows superiority over the existing state-of-the-art machine learning and deep learning methods.

scholarly journals WEB GRAPH BASED SEARCH BY USING DENSITY OF KEYWORD AND AGE FACTOR

2013 ◽  
pp. 89-93
Author(s):  
GAURAV AGARWAL ◽  
SACHI GUPTA ◽  
SAURABH MUKHERJEE
Keyword(s):  
Search Engine ◽  
Web Search ◽  
Web Pages ◽  
Main Role ◽  
Ranking Algorithm ◽  
Web Page ◽  
Web Crawler ◽  
User Requirement ◽  
Priority Assignment ◽  
The Web

Today, web servers, are the key repositories of the information & internet is the source of getting this information. There is a mammoth data on the Internet. It becomes a difficult job to search out the accordant data. Search Engine plays a vital role in searching the accordant data. A search engine follows these steps: Web crawling by crawler, Indexing by Indexer and Searching by Searcher. Web crawler retrieves information of the web pages by following every link on the site. Which is stored by web search engine then the content of the web page is indexed by the indexer. The main role of indexer is how data can be catch soon as per user requirements. As the client gives a query, Search Engine searches the results corresponding to this query to provide excellent output. Here ambition is to enroot an algorithm for search engine which may response most desirable result as per user requirement. In this a ranking method is used by the search engine to rank the web pages. Various ranking approaches are discussed in literature but in this paper, ranking algorithm is proposed which is based on parent-child relationship. Proposed ranking algorithm is based on priority assignment phase of Heterogeneous Earliest Finish Time (HEFT) Algorithm which is designed for multiprocessor task scheduling. Proposed algorithm works on three on range variable its means the density of keywords, number of successors to the nodes and the age of the web page. Density shows the occurrence of the keyword on the particular web page. Numbers of successors represent the outgoing link to a single web page. Age is the freshness value of the web page. The page which is modified recently is the freshest page and having the smallest age or largest freshness value. Proposed Technique requires that the priorities of each page to be set with the downward rank values & pages are arranged in ascending/ Descending order of their rank values. Experiments show that our algorithm is valuable. After the comparison with Google we find that our Algorithm is performing better. For 70% problems our algorithm is working better than Google.

scholarly journals Web Crawling on News Web Page using Different Frameworks

2021 ◽  
pp. 513-519
Author(s):  
Harshala Bhoir ◽  
K. Jayamalini
Keyword(s):  
Web Sites ◽  
Parse Tree ◽  
Web Pages ◽  
Web Crawling ◽  
Web Page ◽  
Web Crawler ◽  
Information Searching ◽  
System Use ◽  
Xpath Expression ◽  
The Web

Now a days Internet is widely used by users to find required information. Searching on web for useful information has become more difficult. Web crawler helps to extract the relevant and irrelevant links from the web. Web crawler downloads web pages through the program. This paper implements web crawler with Scrapy and Beautiful Soup python web crawler framework to crawls news on news web sites.Scrapy is a web crawling framework that allow programmer to create spider that define how a certain site or a group of sites will be scraped. It has built-in support for extracting data from HTML sources using XPath expression and CSS expression. BeautifulSoup is a framework that extract data from web pages. Beautiful Soup provides a few simple methods for navigating, searching and modifying a parse tree. BeautifulSoup automatically convert incoming document to Unicode and outgoing document to UTF-8.Proposed system use BeautifulSoup and scrapy framework to crawls news web sites. This paper also compares scrapy and beautiful Soup4 web crawler frameworks.

Perceived and Actual Web Page Loading Delay

2010 ◽  
Vol 3 (2) ◽  
pp. 50-66 ◽  
Author(s):  
Mohamed El Louadi ◽  
Imen Ben Ali
Keyword(s):  
User Satisfaction ◽  
The Internet ◽  
Web Pages ◽  
Web Page ◽  
Feedback Information ◽  
Actual Time ◽  
Internet Users ◽  
Perception Of Time ◽  
The Relationship ◽  
The Web

The major complaint users have about using the Web is that they must wait for information to load onto their screen. This is more acute in countries where bandwidth is limited and fees are high. Given bandwidth limitations, Web pages are often hard to accelerate. Predictive feedback information is assumed to distort Internet users’ perception of time, making them more tolerant of low speed. This paper explores the relationship between actual Web page loading delay and perceived Web page loading delay and two aspects of user satisfaction: the Internet user’s satisfaction with the Web page loading delay and satisfaction with the Web page displayed. It also investigates whether predictive feedback information can alter Internet user’s perception of time. The results show that, though related, perceived time and actual time differ slightly in their effect on satisfaction. In this case, it is the perception of time that counts. The results also show that the predictive feedback information displayed on the Web page has an effect on the Internet user’s perception of time, especially in the case of slow Web pages.

Exploring the customer orientation of Spanish pharmacy websites

2018 ◽  
Vol 12 (4) ◽  
pp. 447-462 ◽  
Author(s):  
Carmen Domínguez-Falcón ◽  
Domingo Verano-Tacoronte ◽  
Marta Suárez-Fuentes
Keyword(s):  
Web 2.0 ◽  
Customer Orientation ◽  
Community Pharmacies ◽  
Web Pages ◽  
Web Page ◽  
Pharmaceutical Sector ◽  
Content Type ◽  
Web Page Design ◽  
Page Design ◽  
The Web

Purpose The strong regulation of the Spanish pharmaceutical sector encourages pharmacies to modify their business model, giving the customer a more relevant role by integrating 2.0 tools. However, the study of the implementation of these tools is still quite limited, especially in terms of a customer-oriented web page design. This paper aims to analyze the online presence of Spanish community pharmacies by studying the profile of their web pages to classify them by their degree of customer orientation. Design/methodology/approach In total, 710 community pharmacies were analyzed, of which 160 had Web pages. Using items drawn from the literature, content analysis was performed to evaluate the presence of these items on the web pages. Then, after analyzing the scores on the items, a cluster analysis was conducted to classify the pharmacies according to the degree of development of their online customer orientation strategy. Findings The number of pharmacies with a web page is quite low. The development of these websites is limited, and they have a more informational than relational role. The statistical analysis allows to classify the pharmacies in four groups according to their level of development Practical implications Pharmacists should make incremental use of their websites to facilitate real two-way communication with customers and other stakeholders to maintain a relationship with them by having incorporated the Web 2.0 and social media (SM) platforms. Originality/value This study analyses, from a marketing perspective, the degree of Web 2.0 adoption and the characteristics of the websites, in terms of aiding communication and interaction with customers in the Spanish pharmaceutical sector.

scholarly journals A Web Page Clustering Method Based on Formal Concept Analysis

Information ◽  
2018 ◽  
Vol 9 (9) ◽  
pp. 228 ◽  
Author(s):  
Zuping Zhang ◽  
Jing Zhao ◽  
Xiping Yan
Keyword(s):  
Formal Concept Analysis ◽  
Concept Lattice ◽  
Concept Analysis ◽  
Formal Context ◽  
Formal Concept ◽  
Web Pages ◽  
Web Page ◽  
Data Links ◽  
Web Page Clustering ◽  
The Web

Web page clustering is an important technology for sorting network resources. By extraction and clustering based on the similarity of the Web page, a large amount of information on a Web page can be organized effectively. In this paper, after describing the extraction of Web feature words, calculation methods for the weighting of feature words are studied deeply. Taking Web pages as objects and Web feature words as attributes, a formal context is constructed for using formal concept analysis. An algorithm for constructing a concept lattice based on cross data links was proposed and was successfully applied. This method can be used to cluster the Web pages using the concept lattice hierarchy. Experimental results indicate that the proposed algorithm is better than previous competitors with regard to time consumption and the clustering effect.

scholarly journals PREDICTION OF DESIGN ASPECTS OF WEB PAGE BY HTML PARSER

2020 ◽  
Vol 5 (2) ◽  
pp. 143-158
Author(s):  
Satinder Kaur ◽  
Sunil Gupta
Keyword(s):  
User Interaction ◽  
Web Pages ◽  
Evaluation Tool ◽  
Web Page ◽  
Design Quality ◽  
Automated Evaluation ◽  
The World ◽  
Before And After ◽  
The Web

Inform plays a very important role in life and nowadays, the world largely depends on the World Wide Web to obtain any information. Web comprises of a lot of websites of every discipline, whereas websites consists of web pages which are interlinked with each other with the help of hyperlinks. The success of a website largely depends on the design aspects of the web pages. Researchers have done a lot of work to appraise the web pages quantitatively. Keeping in mind the importance of the design aspects of a web page, this paper aims at the design of an automated evaluation tool which evaluate the aspects for any web page. The tool takes the HTML code of the web page as input, and then it extracts and checks the HTML tags for the uniformity. The tool comprises of normalized modules which quantify the measures of design aspects. For realization, the tool has been applied on four web pages of distinct sites and design aspects have been reported for comparison. The tool will have various advantages for web developers who can predict the design quality of web pages and enhance it before and after implementation of website without user interaction.

Introducing Link Based Weightage for Web Page Ranking

2015 ◽  
Vol 5 (1) ◽  
pp. 41-55 ◽  
Author(s):  
Sutirtha Kumar Guha ◽  
Anirban Kundu ◽  
Rana Duttagupta
Keyword(s):  
Measurement Technique ◽  
Web Pages ◽  
Web Page ◽  
Page Ranking ◽  
The Web

In this paper the authors are going to propose a new rank measurement technique by introducing weightage factor based on number of Web links available on a particular Web page. Available Web links are considered as an important importance indicator. Distinct weightage factor is assigned to the Web pages as these are calculated based on the Web links. Different Web pages are evaluated more accurately due to the independent and uniqueness of weightage factor. Better Web page ranking is achieved as it depends on specific weightage factor. Impact of unwanted intruder is minimized by the introduction of this weightage factor.

Legal Protection of the Web Page as a Database

2009 ◽  
pp. 2616-2631
Author(s):  
Davide Mula ◽  
Mirko Luca Lobina
Keyword(s):  
Intellectual Property ◽  
Legal Protection ◽  
World Intellectual Property Organization ◽  
Web Pages ◽  
Future Trends ◽  
Web Page ◽  
European Directive ◽  
The World ◽  
The Web

Nowadays the Web page is one of the most common medium used by people, institutions, and companies to promote themselves, to share knowledge, and to get through to every body in every part of the world. In spite of that, the Web page does not entitle one to a specific legal protection and because of this, every investment of time and money that stays off-stage is not protected by an unlawfully used. Seeing that no country in the world has a specific legislation on this issue in this chapter, we develop a theory that wants to give legal protection to Web pages using laws and treatment that are just present. In particular, we have developed a theory that considers Web pages as a database, so extends a database’s legal protection to Web pages. We start to analyze each component of a database and to find them in a Web page so that we can compare those juridical goods. After that, we analyze present legislation concerning databases and in particular, World Intellectual Property Organization Copyright Treatments and European Directive 96/92/CE, which we consider as the better legislation in this field. In the end, we line future trends that seem to appreciate and apply our theory.

Web Authoring

2011 ◽  
pp. 122-156
Author(s):  
John DiMarco
Keyword(s):  
Web Applications ◽  
The Internet ◽  
Web Pages ◽  
Web Development ◽  
Web Page ◽  
Web Based ◽  
Content Creation ◽  
Microsoft Word ◽  
Software Skills ◽  
The Web

Web authoring is the process of developing Web pages. The Web development process requires you to use software to create functional pages that will work on the Internet. Adding Web functionality is creating specific components within a Web page that do something. Adding links, rollover graphics, and interactive multimedia items to a Web page creates are examples of enhanced functionality. This chapter demonstrates Web based authoring techniques using Macromedia Dreamweaver. The focus is on adding Web functions to pages generated from Macromedia Fireworks and to overview creating Web pages from scratch using Dreamweaver. Dreamweaver and Fireworks are professional Web applications. Using professional Web software will benefit you tremendously. There are other ways to create Web pages using applications not specifically made to create Web pages. These applications include Microsoft Word and Microsoft PowerPoint. The use of Microsoft applications for Web page development is not covered in this chapter. However, I do provide steps on how to use these applications for Web page authoring within the appendix of this text. If you feel that you are more comfortable using the Microsoft applications or the Macromedia applications simply aren’t available to you yet, follow the same process for Web page conceptualization and content creation and use the programs available to you. You should try to get Web page development skills using Macromedia Dreamweaver because it helps you expand your software skills outside of basic office applications. The ability to create a Web page using professional Web development software is important to building a high-end computer skills set. The main objectives of this chapter are to get you involved in some technical processes that you’ll need to create the Web portfolio. Focus will be on guiding you through opening your sliced pages, adding links, using tables, creating pop up windows for content and using layers and timelines for dynamic HTML. The coverage will not try to provide a complete tutorial set for Macromedia Dreamweaver, but will highlight essential techniques. Along the way you will get pieces of hand coded action scripts and JavaScripts. You can decide which pieces you want to use in your own Web portfolio pages. The techniques provided are a concentrated workflow for creating Web pages. Let us begin to explore Web page authoring.

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