Social media analytics and business intelligence research: A systematic review

J Choi, J Yoon, J Chung, BY Coh, JM Lee - Information Processing & …, 2020 - Elsevier
Evidently, online voice of customers (VoC) expressed in social media has emerged as
quality data for researchers who are willing to conduct customer-driven business …

The use of social media in different phases of the new product development process: a systematic literature review

R Han, J Brennecke, D Borah, HKS Lam - R&D Management, 2025 - Wiley Online Library
Using social media is high on the list of priorities for many firms looking to enhance their
innovation performance in the different phases of the new product development (NPD) …

Transportation sentiment analysis using word embedding and ontology-based topic modeling

F Ali, D Kwak, P Khan, S El-Sappagh, A Ali… - Knowledge-Based …, 2019 - Elsevier
Social networks play a key role in providing a new approach to collecting information
regarding mobility and transportation services. To study this information, sentiment analysis …

Deep learning-based social media mining for user experience analysis: A case study of smart home products

J Wang, YL Liu - Technology in Society, 2023 - Elsevier
Understanding and enhancing user experience (UX) is crucial for new product innovation.
Abundant user-generated content (UGC) from social media contains information about …

The influence of social marketing drives on brand loyalty via the customer satisfaction as a mediating factor in travel and tourism offices

R Al-Dmour, OH Alkhatib, H Al-Dmour… - Sage …, 2023 - journals.sagepub.com
This study analyzed the impact of various aspects of social media marketing (beneficial
promotions, relevant content, popular content, and presence on multiple platforms) on brand …

Social media mining for ideation: Identification of sustainable solutions and opinions

S Ozcan, M Suloglu, CO Sakar, S Chatufale - Technovation, 2021 - Elsevier
The availability of social media-based data creates opportunities to obtain information about
consumers, trends, companies and technologies using text mining techniques. However, the …

Social media analytics for mining customer complaints to explore product opportunities

J Wang, JY Lai, YH Lin - Computers & Industrial Engineering, 2023 - Elsevier
This research develops a social media analytics (SMA) methodology to analyze product
complaints from social media for exploring product opportunities. The methodology contains …

A patent-based approach to identifying potential technology opportunities realizable from a firm's internal capabilities

W Seo - Computers & Industrial Engineering, 2022 - Elsevier
Technology opportunity identification leads to technological advances with future-oriented
ideas by predicting the direction of change in technological trends. Many researchers have …

Identification of time-evolving product opportunities via social media mining

J Choi, S Oh, J Yoon, JM Lee, BY Coh - Technological Forecasting and …, 2020 - Elsevier
This study suggests a social media mining approach for identifying time-evolving product
opportunities for product improvement, customer complaint management, and competitive …

Using machine learning to improve lead times in the identification of emerging customer needs

D Kilroy, G Healy, S Caton - IEEE Access, 2022 - ieeexplore.ieee.org
In recent years, computational approaches for automatically extracting the voice of the
customer from user generated content have been proposed. These studies have tackled the …