Results 21 to 30 of about 564,545 (276)

Research Directions, Challenges and Issues in Opinion Mining [PDF]

open access: yes, 2013
Rapid growth of Internet and availability of user reviews on the web for any product has provided a need for an effective system to analyze the web reviews.
Hariharan, Shanmugasundaram   +2 more
core   +1 more source

Multiview Actionable Knowledge Graph Generation From Wikipedia Biographies

open access: yesIEEE Access, 2022
Actionable knowledge graph (AKG), a specialized version of knowledge graph, was proposed recently to represent, analyze, and predict human action, thus facilitating deeper understanding of human action by robots.
Yijun Duan   +7 more
doaj   +1 more source

Applications of concurrent access patterns in web usage mining [PDF]

open access: yes, 2013
This paper builds on the original data mining and modelling research which has proposed the discovery of novel structural relation patterns, applying the approach in web usage mining.
B. Liu   +7 more
core   +1 more source

Semantic data mining and linked data for a recommender system in the AEC industry [PDF]

open access: yes, 2019
Even though it can provide design teams with valuable performance insights and enhance decision-making, monitored building data is rarely reused in an effective feedback loop from operation to design. Data mining allows users to obtain such insights from
Jensen, Rasmus Lund   +3 more
core   +2 more sources

Exploiting Stacked Autoencoders for Improved Sentiment Analysis

open access: yesApplied Sciences, 2022
Sentiment analysis is an ongoing research field within the discipline of data mining. The majority of academics employ deep learning models for sentiment analysis due to their ability to self-learn and process vast amounts of data.
Kanwal Ahmed   +6 more
doaj   +1 more source

Affect Analysis of Radical Contents on Web Forums Using SentiWordNet [PDF]

open access: yes, 2013
The internet has become a major tool for communication, training, fundraising, media operations, and recruitment, and these processes often use web forums.
Chalothorn, Tawunrat, Ellman, Jeremy
core   +1 more source

Pre Hoc and Co Hoc Explainability: Frameworks for Integrating Interpretability into Machine Learning Training for Enhanced Transparency and Performance

open access: yesApplied Sciences
Post hoc explanations for black-box machine learning models have been criticized for potentially inaccurate surrogate models and computational burden at prediction time.
Cagla Acun, Olfa Nasraoui
doaj   +1 more source

Predicting Customers’ Behavior Using Web-Content Mining and Web-Usage Mining

open access: yesInternational Journal of Information Science and Management, 2022
Today, e-commerce has become a competitive space for online retailers. Therefore, personalization has become a vital part of e-commerce websites’ success that is a challenge for marketers and researchers. Therefore, this study aims to provide a model for
Bahareh Sheykh Abbasi   +2 more
doaj  

Building an Associative Classification Data Model Based on the Apriori Method

open access: yesОткрытое образование (Москва), 2020
The purpose of the work is to explore the current problems and prospects of mining solution, big web data in real time, as well as the possibility of practical implementation of Web Mining technology for big web data on a practical example. Materials and
K. V. Mulyukova, V. M. Kureichik
doaj   +1 more source

An Effective Algorithm to Improve the Accuracy of Recommender System based on Comments using Classification Techniques in Data Mining

open access: yesWasit Journal of Computer and Mathematics Science, 2022
With the development of information systems, data has become one of the most important sources of organizations. Therefore, methods and techniques are needed to efficiently access data, share data, extract data from data, and use this information.
Asgarnezhad Asgarnezhad   +3 more
doaj   +1 more source

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