Contextual Meaning-Based Approach to Fine-Grained Online Product Review Analysis for Product Design

Contextual Meaning-Based Approach to Fine-Grained Online Product Review Analysis for Product Design

Customers share their opinions about a product through online reviews. Companies incorporate customer opinions into product design to increase customer satisfaction and market success. Many studies have attempted to analyze customer opinions on specific product features. However, these studies do no...

Full description

Bibliographic Details
Main Authors:	Kyunghoon Park, Seyoung Park, Junegak Joung
Format:	Article
Language:	English
Published:	IEEE 2024-01-01
Series:	IEEE Access
Subjects:	Bidirectional encoder representations from transformers (BERT) contextual meaning customer opinion online product review polysemy word product design
Online Access:	https://ieeexplore.ieee.org/document/10360837/

Similar Items

Enhancing Bug Localization Using Phase-Based Approach
by: Amr Mansour Mohsen, et al.
Published: (2023-01-01)

Three-Branch BERT-Based Text Classification Network for Gastroscopy Diagnosis Text
by: Zhichao Wang, et al.
Published: (2024-03-01)

Fine-tuning of BERT Model to Accurately Predict Drug–Target Interactions
by: Hyeunseok Kang, et al.
Published: (2022-08-01)

Fusion-ConvBERT: Parallel Convolution and BERT Fusion for Speech Emotion Recognition
by: Sanghyun Lee, et al.
Published: (2020-11-01)

Evaluation of Federated Learning in Phishing Email Detection
by: Chandra Thapa, et al.
Published: (2023-04-01)

Enhancing Performance of End-to-End Gujarati Language ASR using combination of Integrated Feature Extraction and Improved Spell Corrector Algorithm
by: Bhagat Bhavesh, et al.
Published: (2023-01-01)

SPAKT: A Self-Supervised Pre-TrAining Method for Knowledge Tracing
by: Yuling Ma, et al.
Published: (2022-01-01)

Improving the Performance of Vietnamese–Korean Neural Machine Translation with Contextual Embedding
by: Van-Hai Vu, et al.
Published: (2021-11-01)

Knowledge Graph Completion for the Chinese Text of Cultural Relics Based on Bidirectional Encoder Representations from Transformers with Entity-Type Information
by: Min Zhang, et al.
Published: (2020-10-01)

Punctuation Restoration with Transformer Model on Social Media Data
by: Adebayo Mustapha Bakare, et al.
Published: (2023-01-01)

Effective short text classification via the fusion of hybrid features for IoT social data
by: Xiong Luo, et al.
Published: (2022-12-01)

An Approach to a Linked Corpus Creation for a Literary Heritage Based on the Extraction of Entities from Texts
by: Kenan Kassab, et al.
Published: (2024-01-01)

Implications of a Twitter data-centred methodology for assessing commuters’ perceptions of the Delhi metro in India
by: Apoorv Agrawal, et al.
Published: (2022-10-01)

Heterogeneous Student Knowledge Distillation From BERT Using a Lightweight Ensemble Framework
by: Ching-Sheng Lin, et al.
Published: (2024-01-01)

Improving Performance of Neural IR Models by Using a Keyword-Extraction-Based Weak-Supervision Method
by: Suehyun Chang, et al.
Published: (2024-01-01)

Polysemy and Context in Literary Works
by: Ilhama Yusif Khanaliyeva
Published: (2023-05-01)

A Survey on Sentiment Analysis and Opinion Mining in Greek Social Media
by: Georgios Alexandridis, et al.
Published: (2021-08-01)

MRM-BERT: a novel deep neural network predictor of multiple RNA modifications by fusing BERT representation and sequence features
by: Linshu Wang, et al.
Published: (2024-12-01)

Paraphrase Identification with Lexical, Syntactic and Sentential Encodings
by: Sheng Xu, et al.
Published: (2020-06-01)

Mapping the Landscape of Blockchain Technology Knowledge: A Patent Co-Citation and Semantic Similarity Approach
by: Brian Tae-Seok Kim, et al.
Published: (2023-02-01)

Multimodal Abstractive Summarization using bidirectional encoder representations from transformers with attention mechanism
by: Dakshata Argade, et al.
Published: (2024-02-01)

A dual contrastive learning-based graph convolutional network with syntax label enhancement for aspect-based sentiment classification
by: Yuyan Huang, et al.
Published: (2024-04-01)

Detection of Hate Speech and Offensive Language CodeMix Text in Dravidian Languages Using Cost-Sensitive Learning Approach
by: K. Sreelakshmi, et al.
Published: (2024-01-01)

Semantic Positioning Model Incorporating BERT/RoBERTa and Fuzzy Theory Achieves More Nuanced Japanese Adverb Clustering
by: Eric Odle, et al.
Published: (2023-10-01)

Hybrid Information Mixing Module for Stock Movement Prediction
by: Jooweon Choi, et al.
Published: (2023-01-01)

Contextual Embeddings-Based Web Page Categorization Using the Fine-Tune BERT Model
by: Amit Kumar Nandanwar, et al.
Published: (2023-02-01)

Analysis of Government Policy Sentiment Regarding Vacation during the COVID-19 Pandemic Using the Bidirectional Encoder Representation from Transformers (BERT)
by: Intan Nurma Yulita, et al.
Published: (2023-02-01)

Intelligent radar HRRP target recognition based on CNN-BERT model
by: Penghui Wang, et al.
Published: (2022-09-01)

Auto-Modal: Air-Quality Index Forecasting with Modal Decomposition Attention
by: Yiren Guo, et al.
Published: (2022-09-01)

BFCN: A Novel Classification Method of Encrypted Traffic Based on BERT and CNN
by: Zhaolei Shi, et al.
Published: (2023-01-01)

CLDTLog: System Log Anomaly Detection Method Based on Contrastive Learning and Dual Objective Tasks
by: Gaoqi Tian, et al.
Published: (2023-05-01)

Using Bidirectional Encoder Representations from Transformers (BERT) to predict criminal charges and sentences from Taiwanese court judgments
by: Yi-Ting Peng, et al.
Published: (2024-01-01)

A Study on the Emotional Tendency of Aquatic Product Quality and Safety Texts Based on Emotional Dictionaries and Deep Learning
by: Xingxing Tong, et al.
Published: (2024-03-01)

Shared or different: How linked are word production and comprehension?
by: Amie Fairs, et al.
Published: (2023-01-01)

MRE: A Military Relation Extraction Model Based on BiGRU and Multi-Head Attention
by: Yiwei Lu, et al.
Published: (2021-09-01)

Phishing Email Detection Model Using Deep Learning
by: Samer Atawneh, et al.
Published: (2023-10-01)

Research on the Construction of Malware Variant Datasets and Their Detection Method
by: Faming Lu, et al.
Published: (2022-07-01)

TSFN: A Novel Malicious Traffic Classification Method Using BERT and LSTM
by: Zhaolei Shi, et al.
Published: (2023-05-01)

A Cross-Level Requirement Trace Link Update Model Based on Bidirectional Encoder Representations from Transformers
by: Jiahao Tian, et al.
Published: (2023-01-01)

New Avenues for Automated Railway Safety Information Processing in Enterprise Architecture: An NLP Approach
by: Abdul Wahab Qurashi, et al.
Published: (2023-01-01)