Commodity Sales Forecasting by combining Deep Learning Long Short-Term Memory Network (LSTM) with sentiment analysis

Commodity Sales Forecasting by combining Deep Learning Long Short-Term Memory Network (LSTM) with sentiment analysis

碩士 === 國立臺北科技大學 === 資訊與財金管理系 === 107 === Sales forecasting is one of critical management tools for companies to make informed business decisions. The traditional sales forecasting methods can be divided into two categories: quantitative forecasting method and qualitative forecasting method. The...

Full description

Bibliographic Details
Main Authors:	SHIH, YU-SEN, 施宇森
Other Authors:	陳育威
Format:	Others
Language:	zh-TW
Published:	2019
Online Access:	http://ndltd.ncl.edu.tw/handle/j22kt7

Similar Items

Application of Long Short-Term Memory (LSTM) Neural Network for Flood Forecasting
by: Xuan-Hien Le, et al.
Published: (2019-07-01)

Impact of Uncertainty in the Input Variables and Model Parameters on Predictions of a Long Short Term Memory (LSTM) Based Sales Forecasting Model
by: Shakti Goel, et al.
Published: (2020-08-01)

Power Demand Forecasting using Long Short-Term Memory (LSTM) Deep-Learning Model for Monitoring Energy Sustainability
by: Eunjeong Choi, et al.
Published: (2020-02-01)

Air Pollution Prediction Using Long Short-Term Memory (LSTM) and Deep Autoencoder (DAE) Models
by: Thanongsak Xayasouk, et al.
Published: (2020-03-01)

Lane Position Detection Based on Long Short-Term Memory (LSTM)
by: Wei Yang, et al.
Published: (2020-05-01)

Intrusion detection systems using long short-term memory (LSTM)
by: FatimaEzzahra Laghrissi, et al.
Published: (2021-05-01)

The identification of the long-term dependence in the sale of commodities
by: Krystyna Skoczylas

Short-Term Load Forecasting Based on Deep Learning Bidirectional LSTM Neural Network
by: Changchun Cai, et al.
Published: (2021-09-01)

Optimized Deep Stacked Long Short-Term Memory Network for Long-Term Load Forecasting
by: Tamer Ahmed Farrag, et al.
Published: (2021-01-01)

Efficient Deep Learning Bot Detection in Games Using Time Windows and Long Short-Term Memory (LSTM)
by: Michail Tsikerdekis, et al.
Published: (2020-01-01)

LSTM-based sentiment analysis for stock price forecast
by: Ching-Ru Ko, et al.
Published: (2021-03-01)

Prediksi Belanja Pemerintah Indonesia Menggunakan Long Short-Term Memory (LSTM)
by: Sabar Sautomo, et al.
Published: (2021-02-01)

Rainfall–runoff modelling using Long Short-Term Memory (LSTM) networks
by: F. Kratzert, et al.
Published: (2018-11-01)

Data science approach to stock prices forecasting in Indonesia during Covid-19 using Long Short-Term Memory (LSTM)
by: Widodo Budiharto
Published: (2021-03-01)

Time Series Forecasting of Agricultural Products’ Sales Volumes Based on Seasonal Long Short-Term Memory
by: Tae-Woong Yoo, et al.
Published: (2020-11-01)

Identification of Driver Braking Intention Based on Long Short-Term Memory (LSTM) Network
by: Shu Wang, et al.
Published: (2020-01-01)

Language Identification in Short Utterances Using Long Short-Term Memory (LSTM) Recurrent Neural Networks.
by: Ruben Zazo, et al.
Published: (2016-01-01)

Combining Long Short-term Memory and Attention Models in Sentiment Analysis
by: Tsai,Hao-Hsuan, et al.
Published: (2019)

The Application of Paragraph Vector Representation with Long Short-Term Memory Neural Network in Sentiment Analysis
by: ZHU, JUN-YU, et al.
Published: (2017)

Deep Neural Network and Long Short-Term Memory for Electric Power Load Forecasting
by: Namrye Son, et al.
Published: (2020-09-01)

The Sales Forecast of The Rice Commodities For The Composite Stores
by: Kun-Zhe Xie, et al.
Published: (2011)

Missing-Insensitive Short-Term Load Forecasting Leveraging Autoencoder and LSTM
by: Kyungnam Park, et al.
Published: (2020-01-01)

Multi-Lane Short-Term Traffic Forecasting With Convolutional LSTM Network
by: Yixuan Ma, et al.
Published: (2020-01-01)

Domain Fusion CNN-LSTM for Short-Term Power Consumption Forecasting
by: Xiaorui Shao, et al.
Published: (2020-01-01)

LSTM-based Short-term Electrical Load Forecasting and Anomaly Correction
by: Zhang Lei, et al.
Published: (2020-01-01)

Inter-Sentence Segmentation of YouTube Subtitles Using Long-Short Term Memory (LSTM)
by: Hye-Jeong Song, et al.
Published: (2019-04-01)

Estimation of Lower-Stratosphere-to-Troposphere Ozone Profile Using Long Short-Term Memory (LSTM)
by: Xinxin Zhang, et al.
Published: (2021-04-01)

The Application of Long Short-Term Memory(LSTM) Method on Displacement Prediction of Multifactor-Induced Landslides
by: Peihong Xie, et al.
Published: (2019-01-01)

A Combined Deep Learning Method with Attention-Based LSTM Model for Short-Term Traffic Speed Forecasting
by: Pan Wu, et al.
Published: (2020-01-01)

Impacts of Weather on Short-Term Metro Passenger Flow Forecasting Using a Deep LSTM Neural Network
by: Lijuan Liu, et al.
Published: (2020-04-01)

Short-term Load Forecasting with Clustering and Long-Short Term Memory Model
by: Meng-Hsuan Lee, et al.
Published: (2019)

Sentiment Analysis of Novel Review Using Long Short-Term Memory Method
by: Muh Amin Nurrohmat, et al.
Published: (2019-07-01)

Vehicle Sales Forecasting by Sentiment Analysis Data
by: LIU, CHIA-HSIN, et al.
Published: (2018)

Short-Term Photovoltaic Power Forecasting Using an LSTM Neural Network and Synthetic Weather Forecast
by: Mohammad Safayet Hossain, et al.
Published: (2020-01-01)

A Short-Term Photovoltaic Power Generation Forecast Method Based on LSTM
by: Yang Li, et al.
Published: (2021-01-01)

Short-Term Electricity Consumption Forecasting Based on the EMD-Fbprophet-LSTM Method
by: Guorong Zhu, et al.
Published: (2021-01-01)

A Hybrid System Based on LSTM for Short-Term Power Load Forecasting
by: Yu Jin, et al.
Published: (2020-11-01)

Hybrid CNN-LSTM Model for Short-Term Individual Household Load Forecasting
by: Musaed Alhussein, et al.
Published: (2020-01-01)

An LSTM Short-Term Solar Irradiance Forecasting Under Complicated Weather Conditions
by: Yunjun Yu, et al.
Published: (2019-01-01)

Short Term Energy Forecasting for a Microgird Load using LSTM RNN
by: Soman, Akhil
Published: (2020)

Cannot write session to /tmp/vufind_sessions/sess_4pb2eobvgs76gbuea118vm22o4