【斑马数智zebrai是哪个国家的品牌?】
斑马数智,采用“参考”各种数据来源去获取信息的技术方案,通过将各种数据源进行整合,以提高数据的准确度。斑马数智拥有专业的数据清洗过滤技术,可以有效识别和清除失效和干扰数据,从而达到建模分析可用的标准。
斑马数智通过Spike Detection和Noise Clean的内部过滤技术,可以识别并处理因GPS点漂移或者失效导致的异常数据,并对GPS噪声进行过滤处理。
不同手机传感器精度不同,直接使用误差会非常大。斑马数智采用动态扩展卡尔曼滤波器实现传感器信号自动降噪,很大限度保留了原始sensor提供的信息,通过对sensor数据的分析计算以判断或预测当前用户的行为。
通过业界高质量的基准地图,结合移动设备的禁止和移动状态得出数亿个准确的真实兴趣点。利用神经网络及马尔科夫链技术,抽取不同行为模式对应sensor信号的74种特征及特征变迁规律,实现用户行为判断。
为满足处理大数据的大规模性、多维度性、价值密度低、时效要求高、数据质量层次不齐的5V特性,斑马数智在基于目前主流的开源大数据Hadoop、Spark、 Flink、Tensorflow等平台基础上,改造和运维搭建了一套支持实时/离线数据计算、深度学习、价值挖掘、交互式查询的大数据综合平台,可处理PB级别的数据。
英文翻译:Zebra digital intelligence adopts the technical scheme of "reference" various data sources to obtain information, and improves the accuracy of data by integrating various data sources. Zebra digital intelligence has a professional data cleaning and filtering technology, which can effectively identify and remove failure and interference data, so as to achieve the available standards of modeling and analysis. Zebra digital intelligence can identify and process abnormal data caused by GPS point drift or failure and filter GPS noise through the internal filtering technology of spike detection and noise clean. Different cell phone sensors have different accuracy, so the direct use error will be very large. Zebra digital intelligence uses dynamic extended Kalman filter to realize the automatic noise reduction of sensor signal, which largely retains the information provided by the original sensor, and judges or predicts the current user's behavior through the analysis and calculation of sensor data. Through the industry's high-quality benchmark map, combined with the prohibition and mobile status of mobile devices, hundreds of millions of accurate real interest points are obtained. By using neural network and Markov chain technology, 74 features of sensor signals corresponding to different behavior modes and the rule of feature change are extracted to realize user behavior judgment. In order to meet the 5V characteristics of large-scale, multi-dimensional, low value density, high timeliness and uneven data quality, zebra digital intelligence has built a set of support for real-time / offline data calculation, deep learning, value mining, interactive query based on the current mainstream open-source big data platforms such as Hadoop, spark, Flink, tensorflow, etc It can process Pb level data.
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