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Aman Ullah, Khairullah Khan, Aurangzeb Khan and Shoukat Ullah
The trend of E-commerce and online shopping is increasing rapidly. However, it is difficult to know about the quality of items from pictures and videos available on the online stores. Therefore, online stores and independent products reviews sites share ...
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Bagus Setya Rintyarna, Riyanarto Sarno and Chastine Fatichah
The growth of ecommerce has triggered online reviews as a rich source of product information. Revealing consumer sentiment from the reviews through Sentiment Analysis (SA) is an important task of online product review analysis. Two popular approaches of ...
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Mahammad Khalid Shaik Vadla, Mahima Agumbe Suresh and Vimal K. Viswanathan
Understanding customer emotions and preferences is paramount for success in the dynamic product design landscape. This paper presents a study to develop a prediction pipeline to detect the aspect and perform sentiment analysis on review data. The pre-tra...
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Ye Yuan, Wang Wang, Guangze Wen, Zikun Zheng and Zhemin Zhuang
Product reviews provide crucial information for both consumers and businesses, offering insights needed before purchasing a product or service. However, existing sentiment analysis methods, especially for Chinese language, struggle to effectively capture...
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Tibor Pólya, Gabriella Judith Kengyel and Tímea Budai
Social media platforms host an increasing amount of costumer reviews on a wide range of products. While most studies on product reviews focus on the sentiments expressed or helpfulness judged by readers and on their impact on subsequent buying this study...
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Ahmad Johan, Barkah Rosadi, Tezza Adriansyah Anwar
Pág. 105 - 110
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Ahmad Johan, Barkah Rosadi, Tezza Adriansyah Anwar
Pág. 105 - 110
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Jaeun Seo, Daeho Lee and Inyoung Park
Despite the high expectations of the voice shopping market, the impact of reviews and product types on voice commerce has yet to be explored. The purpose of this study is to investigate the effect of reviews and product types on users? trust and purchase...
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Companies have realized the importance of “big data” in creating a sustainable competitive advantage, and user-generated content (UGC) represents one of big data’s most important sources. From blogs to social media and online reviews, c...
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Fahad M. Alotaibi
Machine learning frameworks categorizing customer reviews on online products have significantly improved sales and product quality for major manufacturers. Manually scrutinizing extensive customer reviews is imprecise and time-consuming. Current product ...
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Ristina Tri Rahmawati,Muhammad Anwar Fathoni
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Ristina Tri Rahmawati,Muhammad Anwar Fathoni
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Shin Won Kim, Kyunghun Lee, Joo Seong Sohn and Sung Woon Cha
This study focuses on improving multifunctional product development. Instead of face-to-face or other survey methods, we used text mining of online reviews to confirm which characteristics consumers prefer. The reference probability (importance), and the...
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Pascal Harth, Orlando Jähde, Sophia Schneider, Nils Horn and Rüdiger Buchkremer
In this research, we present an algorithm that leverages language-transformer technologies to automate the generation of product requirements, utilizing E-Shop consumer reviews as a data source. Our methodology combines classical natural language process...
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Andry Alamsyah and Nadhif Ditertian Girawan
The disposability of clothing has emerged as a critical concern, precipitating waste accumulation due to product quality degradation. Such consequences exert significant pressure on resources and challenge sustainability efforts. In response, this resear...
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Qingyan Zhou, Hao Li, Youhua Zhang and Junhong Zheng
Traditional product evaluation research is to collect data through questionnaires or interviews to optimize product design, but the whole process takes a long time to deploy and cannot fully reflect the market situation. Aiming at this problem, we propos...
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Neha Thomas, Susan Elias
Pág. 12 - 15
 Abstractâ?? Detection of fake review and reviewers is currently a challenging problem in cyber space. It is challenging primarily due to the dynamic nature of the methodology used to fake the review. There are several aspects to be considered when...
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Fabio Vinicius de Freitas, Marcus Vinicius Mendes Gomes and Ingrid Winkler
With the introduction of new devices, industries are turning to virtual reality to innovate their product development processes. However, before the technology?s possibilities can be fully harnessed, certain constraints must be overcome. This study ident...
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Najwa AlGhamdi, Shaheen Khatoon and Majed Alshamari
User-generated content on numerous sites is indicative of users? sentiment towards many issues, from daily food intake to using new products. Amid the active usage of social networks and micro-blogs, notably during the COVID-19 pandemic, we may glean ins...
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Jaime Arana Coronado,Jos Bijman,Onno Omta,Alfons Oude Lansink
The present study is based on transaction cost economics and supply chain management to analyze how the adoption of supply chain management practices in the Mexican avocado industry reduces the transaction costs between producers and packers. Two sources...
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