[图书][B] Lifelong machine learning
Lifelong Machine Learning, Second Edition is an introduction to an advanced machine
learning paradigm that continuously learns by accumulating past knowledge that it then …
learning paradigm that continuously learns by accumulating past knowledge that it then …
[图书][B] Sentiment analysis: Mining opinions, sentiments, and emotions
B Liu - 2020 - books.google.com
Sentiment analysis is the computational study of people's opinions, sentiments, emotions,
moods, and attitudes. This fascinating problem offers numerous research challenges, but …
moods, and attitudes. This fascinating problem offers numerous research challenges, but …
Improving user recommendation by extracting social topics and interest topics of users in uni-directional social networks
With the rapid growth of population on social networks, people are confronted with
information overload problem. This clearly makes filtering the targeted users a demanding …
information overload problem. This clearly makes filtering the targeted users a demanding …
Constrained relational topic models
Relational topic models (RTM) have been widely used to discover hidden topics in a
collection of networked documents. In this paper, we introduce the class of Constrained …
collection of networked documents. In this paper, we introduce the class of Constrained …
Social influence in signed networks
X He, J Lu, H Du, X Jin - IEEE Transactions on Computational …, 2023 - ieeexplore.ieee.org
Social influence has been widely discussed in various disciplines due to its important
sociological significance. However, the dynamics of social influence in signed networks …
sociological significance. However, the dynamics of social influence in signed networks …
Extracting verb expressions implying negative opinions
Identifying aspect-based opinions has been studied extensively in recent years. However,
existing work primarily focused on adjective, adverb, and noun expressions. Clearly, verb …
existing work primarily focused on adjective, adverb, and noun expressions. Clearly, verb …
An analysis of the gap between the knowledge and skills learned in academic software engineering course projects and those required in real: projects
S Ludi, J Collofello - 31st Annual Frontiers in Education …, 2001 - ieeexplore.ieee.org
This paper describes how the Software Engineering Body of Knowledge,(SWEBOK) can be
used as a guide to assess and improve software engineering courses. A case study is …
used as a guide to assess and improve software engineering courses. A case study is …
Which matters most? comparing the impact of concept and document relationships in topic models
Topic models have been widely used to discover hidden topics in a collection of documents.
In this paper, we propose to investigate the role of two different types of relational …
In this paper, we propose to investigate the role of two different types of relational …
[PDF][PDF] Extracting aspect specific opinion expressions
A Laddha, A Mukherjee - Proceedings of the 2016 Conference on …, 2016 - aclanthology.org
Opinionated expression extraction is a central problem in fine-grained sentiment analysis.
Most existing works focus on either generic subjective expression or aspect expression …
Most existing works focus on either generic subjective expression or aspect expression …
A neural network model for semi-supervised review aspect identification
Aspect identification is an important problem in opinion mining. It is usually solved in an
unsupervised manner, and topic models have been widely used for the task. In this work, we …
unsupervised manner, and topic models have been widely used for the task. In this work, we …