WikiDoMiner: wikipedia domain-specific miner

Saad Ezzini, Sallam Abualhaija, Mehrdad Sabetzadeh

Abstract

We introduce WikiDoMiner – a tool for automatically generating domain-specific corpora by crawling Wikipedia. WikiDoMiner helps requirements engineers create an external knowledge resource that is specific to the underlying domain of a given requirements specification (RS). Being able to build such a resource is important since domain-specific datasets are scarce. WikiDoMiner generates a corpus by first extracting a set of domain-specific keywords from a given RS, and then querying Wikipedia for these keywords. The output of WikiDoMiner is a set of Wikipedia articles relevant to the domain of the input RS. Mining Wikipedia for domain-specific knowledge can be beneficial for multiple requirements engineering tasks, e.g., ambiguity handling, requirements classification, and question answering. WikiDoMiner is publicly available on Zenodo under an open-source license (https: //doi.org/10.5281/zenodo.6672682)

BibTeX

@inproceedings{Ezzini-al:FSE22,
  author    = {Saad Ezzini and
               Sallam Abualhaija and
               Mehrdad Sabetzadeh},
  title     = {{WikiDoMiner:} wikipedia domain-specific miner},
  booktitle = {{ESEC/SIGSOFT} {FSE}},
  pages     = {1706--1710},
  publisher = {{ACM}},
  year      = {2022},
}

WikiDoMiner: wikipedia domain-specific miner

Abstract

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