Ontology Enrichment for Aspect-Oriented Sentiment Analysis with Deep Learning Using Logical Concept Analysis

نویسندگان

چکیده

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Deep Learning for Aspect-Based Sentiment Analysis

Sentiment analysis is an important task in natural language understanding and has a wide range of real-world applications. The typical sentiment analysis focus on predicting the positive or negative polarity of the given sentence(s). This task works in the setting that the given text has only one aspect and polarity. A more general and complicated task would be to predict the aspects mentioned ...

متن کامل

An approach for Aspect Based Sentiment Analysis using Deep Learning

In this project, we present a deep learning approach for aspect based sentiment analysis (ABSA). Sentiment analysis is an important task in natural language processing and has a lot of applications in real world. The typical sentiment analysis is a process of classifying opinions expressed in a text as positive, negative or neutral. A more general task would be to predict the sentiments of each...

متن کامل

Aspect Specific Sentiment Analysis using Hierarchical Deep Learning

This paper focuses on the problem of aspect-specific sentiment analysis. The goal here is to not only extract aspects of a product or service, but also to identify specific sentiments being expressed about them. Most existing algorithms address this problem by treating aspect extraction and sentiment analysis as separate phases or by enforcing explicit modeling assumptions on how these two phas...

متن کامل

Ontology-Enhanced Aspect-Based Sentiment Analysis

With many people freely expressing their opinions and feelings on the Web, much research has gone into modeling and monetizing opinionated, and usually unstructured and textual, Web-based content. Aspect-based sentiment analysis aims to extract the fine-grained topics, or aspects, that people are talking about, together with the sentiment expressed on those aspects. This allows for a detailed a...

متن کامل

Topic Based Sentiment Analysis Using Deep Learning

In this paper , we tackle Sentiment Analysis conditioned on a Topic in Twitter data using Deep Learning . We propose a 2-tier approach : In the first phase we create our own Word Embeddings and see that they do perform better than state-of-the-art embeddings when used with standard classifiers. We then perform inference on these embeddings to learn more about a word with respect to all the topi...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Journal of Computers

سال: 2019

ISSN: 1796-203X

DOI: 10.17706/jcp.14.12.650-661