/// <summary>
        /// 传入poiid列表,返回由poiid,经纬度坐标组成的PointList,用于Optics聚类
        /// </summary>
        /// <param name="items">List(poiid)</param>
        /// <returns></returns>
        public PointsList create_points(List <string> items)
        {
            PointsList points = new PointsList();

            foreach (var item in items)
            {
                double[] pointVector = new double[2];
                //传入坐标点的经纬度
                pointVector[0] = POIcategory[item].Item1;
                pointVector[1] = POIcategory[item].Item2;
                //添加点到队列(poiid,[longitude latitude])
                points.AddPoint(item, pointVector);
            }

            return(points);
        }