Multimodal Data Integration and Fusion Strategy

Create a comprehensive strategy for integrating and analyzing heterogeneous data sources with different structures, granularities, and sampling rates. Develop advanced data fusion techniques that can handle structured databases, unstructured text, time series, and streaming data. Implement robust data quality assessment, alignment, and normalization processes. Design a flexible schema that supports semantic interoperability and allows for dynamic schema evolution.