Kunming Ma

Title: Innovations of Kunming Ma in Community Question-Answer Systems

Introduction

Kunming Ma is an accomplished inventor based in Xi'an, China. He has made significant contributions to the field of community question-answer (CQA) systems. His innovative approach combines active learning with answer sorting methods, enhancing the efficiency and accuracy of information retrieval in online communities.

Latest Patents

Kunming Ma holds a patent for a "Community question-answer website answer sorting method and system combined with active learning." This patent outlines a sophisticated sorting method that includes performing question-answer data representation and modeling. It also details the construction of a training set using active learning techniques to predict the sorting relationship of candidate question-answer pairs. The system addresses challenges posed by long tail distribution in community data and incorporates an attention mechanism within a convolutional neural network to mitigate semantic gaps among question-answer texts.

Career Highlights

Kunming Ma is affiliated with Xi'an Jiaotong University, where he contributes to research and development in innovative technologies. His work focuses on improving the functionality of CQA systems, making them more user-friendly and effective in delivering relevant answers to users' queries.

Collaborations

Kunming Ma collaborates with notable colleagues, including Qinghua Zheng and Ruoqing Ren. Their combined expertise fosters a dynamic research environment that encourages the development of cutting-edge solutions in the field of information retrieval.

Conclusion

Kunming Ma's contributions to the field of community question-answer systems exemplify the impact of innovative thinking in technology. His patent and ongoing research continue to shape the future of how information is sorted and accessed in online communities.