Dominant Design Prediction with Phylogenetic Networks
<|reference_start|>Dominant Design Prediction with Phylogenetic Networks: This study proposes an effective method to predict technology development from an evolutionary perspective. Product evolution is the result of technological evolution and market selection. A phylogenetic network is the main method to study product evolution. The formation of the dominant design determines the trajectory of technology development. How to predict future dominant design has become a key issue in technology forecasting and new product development. We define the dominant product and use machine learning methods, combined with product evolutionary theory, to construct a Fully Connected Phylogenetic Network dataset to effectively predict the future dominant design.<|reference_end|>
@article{he2024dominant,
    title={Dominant Design Prediction with Phylogenetic Networks},
    author={Youwei He, Jeong-Dong Lee, Dawoon Jeong, Sungjun Choi, Jiyong Kim},
    journal={arXiv preprint arXiv:2407.10206},
    year={2024},
    archivePrefix={arXiv},
    eprint={2407.10206},
    primaryClass={cs.CE cs.AI cs.NE cs.SI}
}