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Showing result 1 - 5 of 6 essays matching the above criteria.

1. 1. Predicting purchase intentions of customers by using web data : To identify potential customer groups during sales processes in the real estate sector

   University essay from Uppsala universitet/Avdelningen för systemteknik

   Author : Olle Kåhre Zäll; [2022]
   Keywords : Web Usage Mining; Classification; Purchase Intentions; Time On the Market;

   Abstract : This master thesis aims to investigate the possibilities of predicting purchase intentions of customers during their sales processes in the real estate sector. Also, the web activity of customers on a real estate company’s web site is used as the basis for the forecasting. READ MORE

3. 2. Evaluating Hybrid Neural Network Approaches to Multimodal Web Page Classification Based on Textual and Visual Features

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Anton Ivarsson; [2021]
   Keywords : Web Page Classification; Natural Language Processing; Computer Vision; Text Classification; Image Classification; Weighted Average of Outputs; Webbsideklassificering; Behandling Av Naturliga Språk; Datorseende; Textklassificering; Bildklassificering; Viktat Genomsnitt Av Resultat;

   Abstract : Given the explosive growth of web pages on the Internet in the last decade, automatic classification and categorization of web pages have grown into an important task. This thesis sets out to evaluate whether or not methods for text and image analysis, which had not been evaluated for web page classification, could improve on the state-of-the-art methods in web page classification. READ MORE

4. 3. Tree positional encodings for transformer models on HTML DOM tree element classification : Enabling structurally aware transformer models through positional encodings to improve performance on an HTML element classification problem

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Gustave Rousselet; [2021]
   Keywords : Transformer; Positional Encoding; HTML; DOM; Tree; Element; Transformer; Positionskodning; HTML; DOM; Träd; Element;

   Abstract : With the continued proliferation of access and the usage of the internet, the field of web learning is continuously growing in order to automate and improve parts of our experience on the web. Research in web learning has often lagged behind its counterparts in Natural Language Processing (NLP), novel methods often reach adoption in web learning research with a delay. READ MORE

5. 4. Detecting changes in web applications

   University essay from Linnéuniversitetet/Institutionen för datavetenskap och medieteknik (DM)

   Author : Phillip Lunyov; [2020]
   Keywords : web application security analysis; change identification and classification; diff-algorithms;

   Abstract : As the availability and popularity of the Internet continues to grow, the trend ofproviding global access to business resources and services online is an efficient andprofitable way for organizations to acquire a new share of the market. Due to the flexibilityand scalability of modern web technologies, web-based applications processand store personal or critical information in enormous amounts. READ MORE

6. 5. Cross Site Product Page Classification with Supervised Machine Learning

   University essay from KTH/Skolan för datavetenskap och kommunikation (CSC)

   Author : Jakob Huss; [2016]
   Keywords : svm support vector machine product page classification;

   Abstract : This work outlines a possible technique for identifying webpages that contain product  specifications. Using support vector machines a product web page classifier was constructed and tested with various settings. The final result for this classifier ended up being 0.958 in precision and 0. READ MORE