FINANCIAL CLUSTERING CHANGES IN COAL PRODUCTION INDUSTRY BEFORE AND AFTER ACQUISITION USING FUZZY LOGIC ALGORITHM (CASE STUDY PT DIAN SWASTATIKA SENTOSA, Tbk)

Mulyo, Iksan Adityo (2024) FINANCIAL CLUSTERING CHANGES IN COAL PRODUCTION INDUSTRY BEFORE AND AFTER ACQUISITION USING FUZZY LOGIC ALGORITHM (CASE STUDY PT DIAN SWASTATIKA SENTOSA, Tbk). Tesis (S2) - thesis, Universitas Bakrie.

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Abstract

This study aims to analyze the changes in financial clustering in the coal production industry before and after acquisition using fuzzy logic algorithm, with a case study on PT Dian Swastatika Sentosa, Tbk. The method employed is Fuzzy C-Means (FCM) clustering to assess the company’s financial performance changes, comparing periods before and after acquisition. The research is expected to provide insights into the impact of acquisition on financial clustering within the industry, offering valuable for stakeholders. Financial performance changes result from September 2020 until September 2023, there are 5 (five) companies has static financial performance changes (ADRO, AIMS, BOSS, BYAN and ITMG). Also 6 (six) companies have going down financial performance changes (BSSR, GEMS, HRUM, MBAP, PTBA and TOBA). Other 7 (seven) companies have going up financial performance changes (ARII, BUMI, DSSA, GTBO, INDY, KKGI and SMMT). PT Dian Swastatika Sentosa Tbk (DSSA) experienced financial improvement, going up from Category C (Moderate) in September 2020 to Category B (Good) in September 2023, driven primarily by its strategic acquisition of BHP Minerals Pty Ltd. Keywords: Financial clustering, acquisition, fuzzy logic, coal industry, financial performance.

Item Type:	Thesis (Tesis (S2) - )
Uncontrolled Keywords:	Financial clustering, acquisition, fuzzy logic, coal industry, financial performance.
Subjects:	Finance > Finance Management > Corporation Finance Finance Finance > Finance Management Finance > Investment Finance > Investment > Investment trusts Thesis > Thesis (S2)
Divisions:	Fakultas Ekonomi dan Ilmu Sosial > Program Studi Magister Management
Depositing User:	Iksan Adityo Mulyo
Date Deposited:	27 Aug 2024 10:36
Last Modified:	27 Aug 2024 10:36
URI:	https://repository.bakrie.ac.id/id/eprint/10027

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