地球信息科学学报 ›› 2016, Vol. 18 ›› Issue (11): 1448-1455.doi: 10.3724/SP.J.1047.2016.01448
收稿日期:
2016-08-04
修回日期:
2016-09-25
出版日期:
2016-11-20
发布日期:
2016-11-20
作者简介:
作者简介:刘希亮(1983-),男,河北衡水人,博士后,研究方向为时空智能计算、智能交通系统。E-mail:
基金资助:
LIU Xiliang(), CHENG Shifen, YU Li, LIU Kang, LU Feng*(
)
Received:
2016-08-04
Revised:
2016-09-25
Online:
2016-11-20
Published:
2016-11-20
摘要:
ACM SIGSPATIAL会议是GIS科学与计算机科学结合最广泛的国际顶级会议。会议主题围绕计算机科学与GIS研究中的热点问题,涵盖时空数据挖掘、时空数据模型和算法、位置服务、地图匹配、分布式和并行计算、路径规划、轨迹计算等研究方向,具有重要的学术价值和应用价值。本文对第二十三届ACM SIGSPATIAL会议(ACM SIGSPATIAL 2015)进行了总结,将当前计算机科学与GIS交叉研究领域的研究前沿归纳为多源数据融合、轨迹分析、语义分析3个研究方向,同时介绍了ACM SIGSPATIAL 2015会议的主题演讲、会议竞赛以及会议专题研讨会等相关内容,希望展示当前计算机科学与GIS领域相结合的最新研究进展,架起GIS与计算机科学的桥梁。
刘希亮, 程诗奋, 余丽, 刘康, 陆锋. 架起GIS与计算机科学的桥梁:ACM SIGSPATIAL 2015 会议综述[J]. 地球信息科学学报, 2016, 18(11): 1448-1455.DOI:10.3724/SP.J.1047.2016.01448
LIU Xiliang,CHENG Shifen,YU Li,LIU Kang,LU Feng. Bridging the Gap between GIS and Computer Science: Review on ACM SIGSPATIAL 2015[J]. Journal of Geo-information Science, 2016, 18(11): 1448-1455.DOI:10.3724/SP.J.1047.2016.01448
[1] | Zheng Y, Liu F R, Hsieh H P.U-Air: When Urban Air Quality Inference Meets Big Data[C]//Proceedings of the 19th SIGKDD conference on Knowledge Discovery and Data Mining, 2013. |
[2] | Zhu Z, Yang J, Zhong C, et al. Learning functional compositions of urban spaces with crowd-augmented travel survey data[C] //Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015. |
[3] | Bast H, Storandt S, Weidner S.Fine-Grained Population Estimation[C]//Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015. |
[4] | Li Y X, Zheng Y, Zhang H C, et al. Traffic Prediction in a Bike Sharing System[C]//Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015. |
[5] | Zhang D S, Zhao J J, Zhang F, et al. coMobile: Real-time Human Mobility Modeling at Urban Scale by Multi-View Learning[C]//Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015. |
[6] | |
[7] | Yuan J, Zheng Y, Zhang C Y, et al. T-Drive: Driving Directions Based on Taxi Trajectories[C]//Proceedings of the 18th SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2010. |
[8] | |
[9] | |
[10] | Krogh B, Andersen O, Lewis-Kelham E, et al. Trajectory based traffic analysis[C]//Proceedings of the 21st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2013. |
[11] | Li H F, Kulik L, Ramamohanarao K.Spatio-temporal trajectory simplification for inferring travel paths[C]//Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014. |
[12] | Zheng Y, Zhang H C, Yu Y.Detecting Collective Anomalies from Multiple Spatio-Temporal Datasets across Different Domains[C]//Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015. |
[13] | Perera K, Bhattacharya T, Kulik L, et al. Trajectory Inference for Mobile Devices Using Connected Cell Towers[C]///Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015. |
[14] | Hong L, Zheng Y, Yung D, et al. Detecting Urban Black Holes Based on Human Mobility Data[C]//Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015. |
[15] | Ding J X, Gao J, Xiong H.Understanding and Modelling Information Dissemination Patterns in Vehicle-to-Vehicle Networks[C]//Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015. |
[16] | Krumm J, Horvitz E.Eyewitness: Identifying Local Events via Space-Time Signals in Twitter Feeds[C]//Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015. |
[17] | Aly H, Youssef M. semMatch: Road Semantics-based Accurate Map Matching for Challenging Positioning Datas[C]//Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015. |
[18] | Corcoran P, Jilani M, Bertolotto M, et al. Inferring Semantics from Geometry - the Case of Street Networks[C]//Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015. |
[19] | Chiang Y Y.Querying Historical Maps as a Unified, Structured, and Linked Spatiotemporal Source[C]//Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015. |
[20] | Youssef M.Towards Truly Ubiquitous Indoor Localization on a Worldwide Scale[C]//Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015. |
[21] | |
[22] | Kolovský F, Ježek J. Restricted areas obeying path search algorithm without preprocessing[C]//Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015. |
[23] | Werner M.Notes on Routing with Polygonal Constraints[C]//Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015. |
[24] | Magalhães S V G, Andrade M V A, Franklin W. R, et al. Fast path planning under polygonal obstacle constraints[C]//Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015. |
[25] | Guidotti R, Trasarti R, Nanni M.TOSCA: TwO Steps Clustering Algorithm for Personal Locations Detection[C]//Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015. |
[26] | Deng D X, Shahabi C, Zhu L.Task Matching and Scheduling for Multiple Workers in Spatial Crowdsourcing[C]//Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015. |
[27] | Lu Y, Shahabi C.An arc orienteering algorithm to find the most scenic path on a large-scale road network[C]//Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015. |
[28] | Ahuja N, Bender M, Sanders Pe, et al. Incorporating Road Networks into Territory Design[C]//Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015. |
[29] | De Berg M, Tsirogiannis C, Wilkinson B T.Fast Computation of Categorical Richness on Raster Datasets and Related Problems[C]//Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015. |
[1] | 杨颖频, 吴志峰, 黄启厅, 骆剑承, 吴田军, 董文, 胡晓东, 肖文菊. 协同遥感与统计数据的粤西甘蔗种植分布提取及时空分析[J]. 地球信息科学学报, 2023, 25(5): 1012-1026. |
[2] | 王玉竹, 闫浩文, 禄小敏. 面向路网匹配的层次化语义相似性度量模型[J]. 地球信息科学学报, 2023, 25(4): 714-725. |
[3] | 庄汉宸, 张亚茹, 王文轩, 张书亮. 顾及轨迹还原与分类的渣土车作业行为提取方法[J]. 地球信息科学学报, 2023, 25(4): 754-765. |
[4] | 谭德明, 饶佳艺. 深圳市都市型滨水空间活力影响因素分析[J]. 地球信息科学学报, 2023, 25(4): 809-822. |
[5] | 李心雨, 闫浩文, 王卓, 王炳瑄. 街景图像与机器学习相结合的道路环境安全感知评价与影响因素分析[J]. 地球信息科学学报, 2023, 25(4): 852-865. |
[6] | 衡雪彪, 许捍卫, 唐璐, 汤恒, 许怡蕾. 基于改进全卷积神经网络模型的土地覆盖分类方法研究[J]. 地球信息科学学报, 2023, 25(3): 495-509. |
[7] | 徐繁树, 王保云, 韩俊. 一种沟谷型潜在泥石流危险性评价方法:基于多源数据融合的卷积神经网络[J]. 地球信息科学学报, 2023, 25(3): 588-605. |
[8] | 高建文, 管海燕, 彭代锋, 许正森, 康健, 季雅婷, 翟若雪. 基于局部-全局语义特征增强的遥感影像变化检测网络模型[J]. 地球信息科学学报, 2023, 25(3): 625-637. |
[9] | 刘洋, 康健, 管海燕, 汪汉云. 基于双注意力残差网络的高分遥感影像道路提取模型[J]. 地球信息科学学报, 2023, 25(2): 396-408. |
[10] | 潘雨飘, 赵翔, 王静, 张亦清, 刘耀林. 基于SMOTE-RF算法的村庄发展类型识别方法研究[J]. 地球信息科学学报, 2023, 25(1): 163-176. |
[11] | 闫兆进, 杨慧. 基于多源数据和船舶停留轨迹语义建模的港口目标识别[J]. 地球信息科学学报, 2022, 24(9): 1662-1675. |
[12] | 邹昕宸, 牟凤云, 王俊秀, 陈建坤, 田甜. 基于多源数据的长江经济带内河港口区位优势度评估[J]. 地球信息科学学报, 2022, 24(9): 1717-1729. |
[13] | 卢万杰, 刘伟, 牛朝阳, 谢丽敏, 吕亮. 服务于空天协同对地观测的语义信息模型构建[J]. 地球信息科学学报, 2022, 24(8): 1421-1431. |
[14] | 李琦, 林志勇. 顾及空间及语义相关性的POI位置标注优化方法[J]. 地球信息科学学报, 2022, 24(7): 1254-1263. |
[15] | 尹文萍, 高宸, 樊辉, 谢菲, 张鑫. 一种融合文本中地理位置和土地利用/覆被信息的野生动物活动细粒度定位方法[J]. 地球信息科学学报, 2022, 24(7): 1363-1374. |
|