Big data in forecasting research: a literature review

L Tang, J Li, H Du, L Li, J Wu, S Wang - Big Data Research, 2022 - Elsevier
With the boom in Internet techniques and computer science, a variety of big data have been
introduced into forecasting research, bringing new knowledge and improving prediction …

Improving productivity in Hollywood with data science: Using emotional arcs of movies to drive product and service innovation in entertainment industries

M Del Vecchio, A Kharlamov, G Parry… - Journal of the …, 2021 - Taylor & Francis
Improving productivity in the entertainment industry is a very challenging task as it heavily
depends on generating attractive content for the consumers. The consumer-centric design …

Forecasting the box offices of movies coming soon using social media analysis: A method based on improved Bass models

C Zhang, YX Tian, ZP Fan - Expert Systems with Applications, 2022 - Elsevier
Forecasting the box offices of movies is indispensable, whether it is for the stock investment
decisions of the movie company, the movie sales strategy design of the advertising …

Effects Influence of Social Media Constructs on Shopping: An Empirical Study on the Prediction of Retail Clothing Sales

A Corallo, F Errico, L Fortunato, A Spennato… - Journal of the …, 2024 - Springer
In a market characterized by frequent new product placement and their rapid exit, accurate
forecasting of the sales is an important goal to guarantee the profitability and long-term …

Analysis of Emotional Influencing Factors of Online Travel Reviews Based on BiLSTM-CNN

W Sun, W Qiu, X Huang, J Hu… - … Conference on Culture …, 2022 - ieeexplore.ieee.org
This paper analyzes the influencing factors of tourism development through the emotional
tendencies in online travel reviews, and uses a Bidirectional long short-term memory …

Predicting total sales volume interval of an experiential product with short life cycle before production: similarity comparison in attribute relationship patterns

Z Tang, T Wang, J Cui, Z Han, B He - Management Decision, 2021 - emerald.com
Purpose Because of short life cycle and fluctuating greatly in total sales volumes (TSV), it is
difficult to accumulate enough sales data and mine an attribute set reflecting the common …

Bicycle Sales Prediction Based on Ensemble Learning

B Yu - Advances in Economics, Management and Political …, 2024 - ewadirect.com
In the field of sales forecasting, there are still various challenges in conducting
comprehensive analysis and accurate predictions for bicycle sales, including the diversity of …