| Title | Design of nearest neighbor search for dynamic interaction points |
| Publication Type | Conference Paper |
| Year of Publication | 2021 |
| Authors | Jia, Yunsong |
| Conference Name | 2021 2nd International Conference on Big Data and Informatization Education (ICBDIE) |
| Keywords | Big Data, Continuous k-nearest neighbor, Distance discrimination, Education, Heuristic algorithms, HMI, Measurement, Metrics, Nearest neighbor methods, nearest neighbor search, Optimization, Probabilistic logic, pubcrawl, Sensitivity |
| Abstract | This article describes the definition, theoretical derivation, design ideas, and specific implementation of the nearest query algorithm for the acceleration of probabilistic optimization at first, and secondly gives an optimization conclusion that is generally applicable to high-dimensional Minkowski spaces with even-numbered feature parameters. Thirdly the operating efficiency and space sensitivity of this algorithm and the commonly used algorithms are compared from both theoretical and experimental aspects. Finally, the optimization direction is analyzed based on the results. |
| DOI | 10.1109/ICBDIE52740.2021.00094 |
| Citation Key | jia_design_2021 |
Design of nearest neighbor search for dynamic interaction points