The Breakthrough of the Big Data Process Model under the Fourth Paradigm

At the critical point of data accumulation from quantitative change process to qualitative change process (i.e. data intelligence), profound philosophical speculation reveals that: BDM work is most critical and valuable at this critical point [33] [34]. BDM which is in perplexed state shall not and unable to continue massive data mining mainstream development track -- efficient and scalable algorithm and its application research, because process model for algorithm operation and more important creative research of internal mechanism exist. With this fact, and based on massive data mining research for nearly more than 20 years [22][32], this thesis is intended to achieve breakthrough of BDM mechanism and model which has an essential distinction with massive data mining against the fourth paradigm, namely providing relatively systematic and complete overall structure of process model and laying a foundation for subsequent explorative and guiding methodology research on certain specific links.