Method and system for extracting and classifying geolocation information utilizing electronic social media

作者: Matthew DeRoller , Wei Peng , Anuj Jaiswal , Tong Sun

DOI:

关键词:

摘要: Methods, systems and processor-readable media for extracting classifying location information utilizing social messages and/or data thereof. The can be sampled from a database the filtered based on heuristic rule. A geolocation entity unstructured extracted module. with geoentities uploaded onto crowd sourcing platform to manually annotate label. text classification model built learned label machine learning algorithm classified by classifier in order extract user location. then transformed into geocode so that spatial search enabled distance between locations easily calculated.

参考文章(26)
Krishna Venkatraman, Zainab Jamal, Xin Zhang, Hsiu-Khuem Tang, Predicting email responses ,(2009)
Jeffrey C. Kunins, Angus Phillip Donald Logan, Douglas R. Pearce, Notifications in a social network service ,(2011)
David Arthur Raskino, Matthew Bret MacLaurin, Automatic story summarization from clustered messages ,(2011)
Sebastian Johannes Blohm, Huaiyu Zhu, Vivian Yaw-Wen Chu, Yunyao Li, Ching-Tien Ho, Systems and methods for information extraction using contextual pattern discovery ,(2011)
Scott Hannan, Location event advertising ,(2013)
Jeffrey D. Kinsey, Richard J. Schiller, Edward J. Bailey, Samuel L. Hendel, Methods, apparatus and software for analyzing the content of micro-blog messages ,(2010)
David Ayman Shamma, Elizabeth F. Churchill, Lyndon Kennedy, System and method for using topic messages to understand media relating to an event ,(2010)