Toward a New Hybrid Intelligent Sentiment Analysis using CNN- LSTM and Cultural Algorithms

Imtiez Fliss

Research.Publish.Connect.

*Please fill out at least one Field. *Value must be an number!

Title:
ISBN:
Year:
Acronym:
Subject:

Advanced Search Proceedings Search

If you're looking for an exact phrase use quotation marks on text fields.

*Please fill out at least one Field.

Title:
Author:
Affiliation:
Subject:

Advanced Search Papers Search

If you're looking for an exact phrase use quotation marks on text fields.

*Please fill out at least one Field.

Name:
Affiliation:
Country:
Conference:
Subject:

Advanced Search Authors Search

If you're looking for an exact phrase use quotation marks on text fields.

*Please fill out at least one Field.

Name:
Country:
Subject:

Advanced Search Affiliations Search

If you're looking for an exact phrase use quotation marks on text fields.

Proceedings

Proceedings Search *Please fill out at least one Field. *Value must be an number!

Title:
ISBN:
Year:
Acronym:
Subject:

Advanced Search Proceedings Search

If you're looking for an exact phrase use quotation marks on text fields.

Papers

Papers Search *Please fill out at least one Field.

Title:
Author:
Affiliation:
Subject:

Advanced Search Papers Search

If you're looking for an exact phrase use quotation marks on text fields.

Authors

Authors Search *Please fill out at least one Field.

Name:
Affiliation:
Country:
Conference:
Subject:

Advanced Search Authors Search

If you're looking for an exact phrase use quotation marks on text fields.

Advanced Search

Paper

Toward a New Hybrid Intelligent Sentiment Analysis using CNN- LSTM and Cultural Algorithms

Topics: Data Science in Language Processing; Machine Learning of Language; Models of Computation and Algorithms for Natural Language Processing

In Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 1: NLPinAI, 467-477, 2022 , Vienna, Austria

Author: Imtiez Fliss

Affiliation: National School of Computer Science, Manouba University, Tunisia

Keyword(s): Sentiment Analysis, Hybrid CNN-LSTM Classifier, Cultural Algorithms, Hyper-parameters Optimization.

Abstract: In this paper, we propose a new sentiment analysis approach based on the combination of deep learning and soft computing techniques. We use the GloVe word embeddings for feature extraction. For sentiment classification, we propose to combine CNN and LSTM to decide whether the sentiment among the text is positive or negative. To tune hyperparameters, this classifier is optimized using cultural algorithms.

CC BY-NC-ND 4.0

Guest: Register as new SciTePress user now for free.

SciTePress user: please login.

My Papers

You are not signed in, therefore limits apply to your IP address 18.226.163.23

In the current month:

Recent papers: 100 available of 100 total

2⁺ years older papers: 200 available of 200 total

Paper citation in several formats:

Fliss, I. (2022). Toward a New Hybrid Intelligent Sentiment Analysis using CNN- LSTM and Cultural Algorithms. In Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 1: NLPinAI; ISBN 978-989-758-547-0; ISSN 2184-433X, SciTePress, pages 467-477. DOI: 10.5220/0010990400003116

@conference{nlpinai22,
author={Imtiez Fliss},
title={Toward a New Hybrid Intelligent Sentiment Analysis using CNN- LSTM and Cultural Algorithms},
booktitle={Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 1: NLPinAI},
year={2022},
pages={467-477},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0010990400003116},
isbn={978-989-758-547-0},
issn={2184-433X},
}

TY - CONF

JO - Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 1: NLPinAI
TI - Toward a New Hybrid Intelligent Sentiment Analysis using CNN- LSTM and Cultural Algorithms
SN - 978-989-758-547-0
IS - 2184-433X
AU - Fliss, I.
PY - 2022
SP - 467
EP - 477
DO - 10.5220/0010990400003116
PB - SciTePress