Creative Procedural-Knowledge Extraction From Web Design Tutorials

@article{Yang2019CreativePE,
  title={Creative Procedural-Knowledge Extraction From Web Design Tutorials},
  author={Longqi Yang and Chen Fang and Hailin Jin and Walter Chang and Deborah Estrin},
  journal={ArXiv},
  year={2019},
  volume={abs/1904.08587}
}
Complex design tasks often require performing diverse actions in a specific order. To (semi-)autonomously accomplish these tasks, applications need to understand and learn a wide range of design procedures, i.e., Creative Procedural-Knowledge (CPK). Prior knowledge base construction and mining have not typically addressed the creative fields, such as design and arts. In this paper, we formalize an ontology of CPK using five components: goal, workflow, action, command and usage; and extract… CONTINUE READING

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