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All Journal Jurnal Ilmu Komputer dan Informasi Journal of ICT Research and Applications Indonesia Symposium on Computing Indonesian Journal on Computing (Indo-JC) IJoICT (International Journal on Information and Communication Technology) JURNAL MEDIA INFORMATIKA BUDIDARMA Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control JITTER (Jurnal Ilmiah Teknologi Informasi Terapan) eProceedings of Engineering Bulletin of Social Informatics Theory and Application
Kemas Rahmat Saleh Wiharja
Telkom University
Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering Energy Engineering Industrial & Manufacturing Engineering Mechanical Engineering Social Sciences

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Journal : Bulletin of Social Informatics Theory and Application

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Knowledge graph completion for scholarly knowledge graph Taufiqurrahman, Taufiqurrahman; Wiharja, Kemas Rahmat Saleh; Wulandari, Gia Septiana
Bulletin of Social Informatics Theory and Application Vol. 8 No. 2 (2024)
Publisher : Association for Scientific Computing Electrical and Engineering

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31763/businta.v8i2.657

Abstract

Scholarly knowledge graph is a knowledge graph that is used to represent knowledge contained in scientific publication documents. The information we can find in a scientific publication document is as follows: author, institution, name of journal/conference, and research topic. A knowledge graph that has been built is usually still not perfect. Some incomplete information may be found. To add the missing information, we can use knowledge graph completion, which is a method for finding missing or incorrect relationships to improve the quality of a knowledge graph. Knowledge graph completion can be carried out on a scholarly knowledge graph by adding new entities and relationships to produce further information in the scholarly knowledge graph. The data added to the scholarly knowledge graph are only other papers of first author entity, the research field of first author entity, and a description of the conference/journal entity. The result shows that the scholarly knowledge graph was completed by adding 81% correct data for other papers of first author entity, 80.3% correct data for the research field of first author entity, and 53.9% correct data for the description of the conference/journal.
Co-Authors A. Nurul Istiqamah Adiwijaya Ahmad Ridwan Rezani Akbar Gozali Akbar Gozali Alfian Akbar Gozali Anisa Herdiani Aufa Bil Ahdi P Dana Sulistiyo Kusumo Danang Triantoro Murdiansyah Defrianda Rizky Pranata Donny Faturrachman Emir Septian Sori Dongoran Fauzi Aulia Rahman Fauzi Aulia Rahman Fhira Nhita Fikriansyah, Muhammad Arya Fitriyani Fitriyani Gede Agung Ary Wisudiawan Gia Septiana Wulandari Hadyan Arif Hafizh, Raihan Atsal Harris Febryantony Z Hegar Aryo Dewandaru Hegar Aryo Dewandaru I Gusti Bagus Ady Sutrisna Ibnu Asror Ilham Kamil Noviandi Irvan Nur Aziz Isjhar Kautsar Ludovica Gorganusa Lukman Arie Susanto Mira Kania Sabariah Mochammad Fitrah Eka Pramudita Mohamad Fauzy Mohammad Fauzy Muhammad Ramadhan Gandidi Muhammad Zakiyullah Romdlony Nitamayega Nungki Selviandro Nunit Prihatoni Siregar Nurzakiah, Azmi Ramadhanti, Aisyah Dliya Riche Julianti Wibowo Shaufiah . Shinta Cyntia Ayuningtyas Shinta Yulia Puspitasari Taufiqurrahman Taufiqurrahman Tiwa Ramdhani Wijaya, Dewa Made Wisnu Riyan Pratama Putra Yustiawan, Yoga