The invention discloses a multi-source heterogeneous intelligence convergence cooperative-processing platform based on content recognition, which comprises a basic environment layer, a data resources layer, a business processing layer and an application service layer, and is characterized in that the basic environment layer comprises a hardware support environment and a software support environment, and the hardware support environment comprises a distributed storage environment and a distributed computing environment; the data resources layer comprises map data, business data, full-text retrieval data, unstructured data, business processing intermediate data and business processing result data, and the data resources layer provides a unified data source and support for the business processing layer; the business processing layer comprises a multi-source data collection module, a preprocessing module and an automatic monitoring storage module; a large amount of data can have the searching, analyzing and exploring capacity conveniently, multi-dimensional intelligence query of units, types, time, hotspots, keywords and the like is supported, full-text searching is carried out on documents in nearly real time, and the full-text searching efficiency of the data is effectively improved.