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- research-articleDecember 2021
A Hypergraph-based Method for Pharmaceutical Data Similarity Retrieval
ICBDT '21: Proceedings of the 4th International Conference on Big Data TechnologiesSeptember 2021, Pages 134–140https://doi.org/10.1145/3490322.3490344Drug and compound similarity retrieval is very important for new drug research and development. Most pharmaceutical database provide keyword searching service. Because keyword search method cannot identify entity semantic similarity information, so the ...
- research-articleDecember 2021
Analyzing Knowledge Innovation mechanism Using Patent Data Mining and Network construction
ICBDT '21: Proceedings of the 4th International Conference on Big Data TechnologiesSeptember 2021, Pages 128–133https://doi.org/10.1145/3490322.3490343Patent data mining is a new research field gradually highlighted in recent years. The topic "enterprise innovation mechanism in the context of patent cooperation network" attracted more and more attention. Starting from the essence of network graph, ...
- research-articleDecember 2021
Dual Public Opinion Guidance Model in Social Network
ICBDT '21: Proceedings of the 4th International Conference on Big Data TechnologiesSeptember 2021, Pages 109–115https://doi.org/10.1145/3490322.3490340Public opinion in online social network is currently an important topic related to our life closely, however, the research on public opinion guidance lacks a theoretical system and leveraging machine learning to deal with public opinion guidance is even ...
- research-articleDecember 2021
TBIT: Transformer-based Business Prediction Model Integrating Work Order Textual Contextual Information
ICBDT '21: Proceedings of the 4th International Conference on Big Data TechnologiesSeptember 2021, Pages 103–108https://doi.org/10.1145/3490322.3490339Accurate business prediction provides a good understanding of individual business trends and has a significant impact on reducing overall operating costs and ensuring a high level of customer service quality. Currently, artificial intelligence and big ...
- research-articleDecember 2021
Research on Construction and Application of Tourism Sequential Eventic Graph
ICBDT '21: Proceedings of the 4th International Conference on Big Data TechnologiesSeptember 2021, Pages 66–71https://doi.org/10.1145/3490322.3490333In order to obtain travel advice and route information more intuitively, efficiently and intelligently, it's necessary to establish a more intelligent information retrieval way. By defining events in the tourism field, this paper constructs the ...
- research-articleDecember 2021
Power Generation Prediction of Residential Photovoltaic Equipment Based on Online Transfer Learning Model- A Case Study of a Residential Solar Power System
ICBDT '21: Proceedings of the 4th International Conference on Big Data TechnologiesSeptember 2021, Pages 58–65https://doi.org/10.1145/3490322.3490332Abstract. Power generation prediction of residential photovoltaic systems has always been a more and more crucial topic when such new types of energy have been widely applied in people's daily life. In this paper, the four seasons are identified more ...