WikiDoMiner: wikipedia domain-specific miner

Saad Ezzini; Sallam Abualhaija; Mehrdad Sabetzadeh

doi:10.1145/3540250.3558916

WikiDoMiner: wikipedia domain-specific miner

Saad Ezzini
, Sallam Abualhaija
, Mehrdad Sabetzadeh

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

10 Scopus citations

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)

Original language	English
Title of host publication	ESEC/FSE 2022 - Proceedings of the 30th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering
Editors	Abhik Roychoudhury, Cristian Cadar, Miryung Kim
Publisher	Association for Computing Machinery, Inc
Pages	1706-1710
Number of pages	5
ISBN (Electronic)	9781450394130
DOIs	https://doi.org/10.1145/3540250.3558916
State	Published - 7 Nov 2022
Externally published	Yes
Event	30th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering, ESEC/FSE 2022 - Singapore, Singapore Duration: 14 Nov 2022 → 18 Nov 2022

Publication series

Name	ESEC/FSE 2022 - Proceedings of the 30th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering

Conference

Conference	30th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering, ESEC/FSE 2022
Country/Territory	Singapore
City	Singapore
Period	14/11/22 → 18/11/22

Bibliographical note

Publisher Copyright:
© 2022 Owner/Author.

Keywords

Domain-specific Corpus Generation
Natural Language Processing
Natural-language Requirements
Requirements Engineering
Wikipedia

ASJC Scopus subject areas

Artificial Intelligence
Software

Access to Document

10.1145/3540250.3558916

Cite this

Ezzini, S., Abualhaija, S., & Sabetzadeh, M. (2022). WikiDoMiner: wikipedia domain-specific miner. In A. Roychoudhury, C. Cadar, & M. Kim (Eds.), ESEC/FSE 2022 - Proceedings of the 30th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering (pp. 1706-1710). (ESEC/FSE 2022 - Proceedings of the 30th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering). Association for Computing Machinery, Inc. https://doi.org/10.1145/3540250.3558916

Ezzini, Saad ; Abualhaija, Sallam ; Sabetzadeh, Mehrdad. / WikiDoMiner : wikipedia domain-specific miner. ESEC/FSE 2022 - Proceedings of the 30th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering. editor / Abhik Roychoudhury ; Cristian Cadar ; Miryung Kim. Association for Computing Machinery, Inc, 2022. pp. 1706-1710 (ESEC/FSE 2022 - Proceedings of the 30th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering).

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title = "WikiDoMiner: wikipedia domain-specific miner",

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)",

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Ezzini, S, Abualhaija, S & Sabetzadeh, M 2022, WikiDoMiner: wikipedia domain-specific miner. in A Roychoudhury, C Cadar & M Kim (eds), ESEC/FSE 2022 - Proceedings of the 30th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering. ESEC/FSE 2022 - Proceedings of the 30th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering, Association for Computing Machinery, Inc, pp. 1706-1710, 30th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering, ESEC/FSE 2022, Singapore, Singapore, 14/11/22. https://doi.org/10.1145/3540250.3558916

WikiDoMiner: wikipedia domain-specific miner. / Ezzini, Saad; Abualhaija, Sallam; Sabetzadeh, Mehrdad.
ESEC/FSE 2022 - Proceedings of the 30th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering. ed. / Abhik Roychoudhury; Cristian Cadar; Miryung Kim. Association for Computing Machinery, Inc, 2022. p. 1706-1710 (ESEC/FSE 2022 - Proceedings of the 30th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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T1 - WikiDoMiner

T2 - 30th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering, ESEC/FSE 2022

AU - Ezzini, Saad

AU - Abualhaija, Sallam

AU - Sabetzadeh, Mehrdad

PY - 2022/11/7

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N2 - 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)

AB - 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)

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A2 - Roychoudhury, Abhik

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PB - Association for Computing Machinery, Inc

Y2 - 14 November 2022 through 18 November 2022

ER -

Ezzini S, Abualhaija S, Sabetzadeh M. WikiDoMiner: wikipedia domain-specific miner. In Roychoudhury A, Cadar C, Kim M, editors, ESEC/FSE 2022 - Proceedings of the 30th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering. Association for Computing Machinery, Inc. 2022. p. 1706-1710. (ESEC/FSE 2022 - Proceedings of the 30th ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering). doi: 10.1145/3540250.3558916

WikiDoMiner: wikipedia domain-specific miner

Abstract

Publication series

Conference

Bibliographical note

Keywords

ASJC Scopus subject areas

Access to Document

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Cite this