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All Journal COMSERVA: Jurnal Penelitian dan Pengabdian Masyarakat
Frisca Fitria
Universitas President University
Humanities Economics, Econometrics & Finance Education Industrial & Manufacturing Engineering Social Sciences

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Enhancing Invoice Number Retrieval in Influencer Agency Transaction Records Using TF-IDF and SVC Model Frisca Fitria
COMSERVA : Jurnal Penelitian dan Pengabdian Masyarakat Vol. 4 No. 1 (2024): COMSERVA : Jurnal Penelitian dan Pengabdian Masyarakat
Publisher : Publikasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59141/comserva.v4i1.1339

Abstract

This research explore the need for efficient invoice management in influencer marketing. The proposed solution using TF-IDF and SVC Model to effectively locate and handle crucial transaction information, including dates, brand names, invoice numbers, amounts, frequency and category. By using this approach to significantly improve the accuracy of identifying invoice numbers in influencer agency records. For the result this method are evaluated using precision accuracy and F1 Score metrics, to emphasize its effectiveness in current challenges of manual extraction. Overall, this paper offers practical solution to enhanced influencer agency transactions
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