Neural aspect and opinion term extraction with mined rules as weak supervision

H Dai, Y Song - arXiv preprint arXiv:1907.03750, 2019 - arxiv.org
Lack of labeled training data is a major bottleneck for neural network based aspect and
opinion term extraction on product reviews. To alleviate this problem, we first propose an …

Collaborative company profiling: Insights from an employee's perspective

H Lin, H Zhu, Y Zuo, C Zhu, J Wu… - Proceedings of the AAAI …, 2017 - ojs.aaai.org
Company profiling is an analytical process to build an in-depth understanding of company's
fundamental characteristics. It serves as an effective way to gain vital information of the …

[PDF][PDF] Chatbot developments in the business world

AC Sari, N Virnilia, JT Susanto… - Advances in …, 2020 - pdfs.semanticscholar.org
Chatbot is an application that is designed to help humans communicate with machines. NLP
and API. AI are some of the components that are crucial in making chatbot as they help …

Enhancing employer brand evaluation with collaborative topic regression models

H Lin, H Zhu, J Wu, Y Zuo, C Zhu, H Xiong - ACM Transactions on …, 2020 - dl.acm.org
Employer Brand Evaluation (EBE) is to understand an employer's unique characteristics to
identify competitive edges. Traditional approaches rely heavily on employers' financial …

Aspect-based opinion mining from product reviews using conditional random fields

AK Samha, Y Li, J Zhang - … and Analytics: Proceedings of the 13th …, 2015 - eprints.qut.edu.au
Product reviews are the foremost source of information for customers and manufacturers to
help them make appropriate purchasing and production decisions. Natural language data is …

Web mining customer perceptions to define product positions and design preferences

AC Chang, CV Trappey, AJC Trappey… - International Journal on …, 2020 - igi-global.com
E-commerce provides a global platform supporting product transactions through the
consumer purchase lifecycle including communications of perceived satisfaction and …

A taxonomy for sentiment analysis field

R Rodrigues, CG Camilo-Junior… - International Journal of …, 2018 - emerald.com
Purpose Due to the large and fast growing sentiment analysis (SA) area recently, many new
concepts and different nomenclatures have emerged without the desired organization. This …

[PDF][PDF] Analyzing the Performance of MGNREGA Scheme using Data Mining Technique

G Sugapriyan, S Prakasam - International Journal of Computer …, 2015 - Citeseer
ABSTRACT Mahatma Gandhi National Rural Employment Guarantee Act (MGNREGA) is
one of the schemes implemented by the government of India in keeping mind that “The soul …

[PDF][PDF] Aspect based opinion mining and ranking: Survey

A Mahadik, A Bharambe - International Journal of Current …, 2015 - academia.edu
Aspect based opinion mining plays important role for both academic and business
perspective. Whenever people wants to take decision they always go for others opinion, now …

A Comprehensive Analysis of Aspect-Oriented Suggestion Extraction from Online Reviews

TK Jayasekara, AR Weerasinghe… - … Applications, Volume 4, 2022 - Springer
In the world of business, products need to evolve adjusting to the needs of the customer to
ensure customer satisfaction. The abundance of opinionated text on the internet contains …