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Sequential Pattern Mining of Multimodal Data Streams in Dyadic Interactions Damian FrickerChen Yahoo Zhang Indiana University, Bloomington, IN 47408,U.S. Drinker, Huang, chenyu@indiana.eduAbstractInthispaperwe
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How to fill out sequential pattern mining of
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Collect the dataset containing sequential data.
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Define minimum support threshold for the patterns.
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Choose an appropriate algorithm for sequential pattern mining (e.g. GSP, PrefixSpan).
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Apply the selected algorithm to the dataset.
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Extract the frequent sequential patterns based on the minimum support threshold.
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Evaluate and interpret the results obtained.
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Educational institutions analyzing student learning patterns for personalized teaching approaches.
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Sequential pattern mining is the process of discovering patterns that occur in a sequence, such as transactions, events, or activities.
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Sequential pattern mining can be filled out using specialized data mining algorithms and tools to extract meaningful patterns from data sets.
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The purpose of sequential pattern mining is to uncover hidden patterns, trends, or relationships in sequential data that can help in decision-making, forecasting, or process optimization.
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Information such as the sequence of events, the frequency of patterns, and the support or confidence levels of the patterns must be reported on sequential pattern mining.
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