马尔可夫链分析在预测乌达亚纳大学在校生笔记本电脑用户的市场份额和平衡方面的应用

Putu Regina Putri Chandri, Kadek Ayu Alit Suparti, NI Made Wahyu Fresilia, Thio Novryana, Made Ayu Dwi Octavanny
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引用次数: 0

摘要

本研究的目标是评估乌达亚纳大学在校学生对笔记本电脑品牌的转换,并预测当系统达到稳定状态时,这些学生的每次转换所带来的市场份额。研究采用了马尔可夫链方法,这是随机过程的一个组成部分。该方法可生成有助于决策的概率信息。在马尔可夫链分析中,平衡条件是指在特定时期内过渡概率矩阵趋于稳定的状态。有关笔记本电脑品牌转换的数据是从使用过不止一个笔记本电脑品牌的用户那里收集的。本研究深入洞察了乌达亚纳大学学术环境中笔记本电脑用户的行为。本研究成果深入揭示了乌达亚纳大学学术环境中笔记本电脑用户的行为,为更好地了解市场趋势和用户偏好奠定了基础。
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ANALISIS MARKOV CHAIN DALAM MEMPREDIKSI MARKET SHARE DAN EQUILIBRIUM PENGGUNA LAPTOP MAHASISWA AKTIF UNIVERSITAS UDAYANA
The goal of this research is to assess the shift in laptop brands among currently enrolled students at Udayana University and predict the market share when the system reaches a stable state for each switch made by these students. The study employs the Markov Chain method, a component of Stochastic Processes. This method generates probabilistic information that aids in decision-making. In Markov Chain analysis, the equilibrium condition refers to a state in a specific period where the transition probability matrix stabilizes. Data on laptop brand switches were collected from users who have utilized more than one laptop brand. The study provides in-depth insights into the behavior of laptop users in the academic environment of Udayana University. The results of this research provide deep insights into the behavior of laptop users in the academic environment of Udayana University, laying the groundwork for a better understanding of market trends and user preferences.
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