公开(公告)号：US20130097144A1

公开(公告)日：2013-04-18

申请号：US13341561

申请日：2011-12-30

申请人： YAJIE SIAMWALLA ,  RAJESH KRISHNA SHENOY ,  LEI DUAN ,  SATISH KUMAR MUSUKULA ,  CHARLES C. CARSON, JR. ,  MICHAEL CHING

发明人： YAJIE SIAMWALLA ,  RAJESH KRISHNA SHENOY ,  LEI DUAN ,  SATISH KUMAR MUSUKULA ,  CHARLES C. CARSON, JR. ,  MICHAEL CHING

IPC分类号： G06F17/30

CPC分类号： G06F17/30699 ,  G06F17/30648 ,  G06F17/30867 ,  G06Q10/10 ,  G06Q50/01

摘要： Systems, methods, and computer-readable storage media for presenting supplemental search results having indications that identified documents have been endorsed by the user and/or social network connections of the user are provided. A search query is received and it is determined that the user's social networking data is available. Documents that have been endorsed by the user and/or social network connections of the user are searched to identify those that satisfy the input search query. The satisfying documents are assigned a relevance score to determine whether each satisfying document is relevant enough to be shown and to determine placement of the document on the SERP relative to standard search results. Upon rendering of the SERP, a supplemental search result identifying documents that were endorsed by the user and/or social network connections of the user is presented, as is an indication about which social network connection(s) of the user endorsed the document.

摘要翻译： 提供了用于呈现补充搜索结果的系统，方法和计算机可读存储介质，其具有用户的用户和/或社交网络连接已经识别了所识别的文档的指示。 接收到搜索查询，并且确定用户的社交网络数据可用。 搜索已被用户和/或用户的社交网络连接认可的文档，以识别符合输入搜索查询的文档。 为令人满意的文件分配相关性分数，以确定每个满意的文档是否足够相关，并显示相对于标准搜索结果的文档在SERP上的放置。 在呈现SERP时，呈现识别由用户认可的文档和/或用户的社交网络连接的补充搜索结果，以及用户认可了该文档的哪个社交网络连接的指示。

公开(公告)号：US20120239650A1

公开(公告)日：2012-09-20

申请号：US13051299

申请日：2011-03-18

申请人： KI YEUN KIM ,  LEI DUAN ,  SEOKKYUNG CHUNG

发明人： KI YEUN KIM ,  LEI DUAN ,  SEOKKYUNG CHUNG

IPC分类号： G06F17/30

CPC分类号： G06F17/2785 ,  G06F17/3071

摘要： Unsupervised clustering can be used for organization of micro-blog or other short length messages into message clusters. Messages can be compared with existing clusters to determine a similarity score. If at least one similarity score is greater than a threshold value, a message can be added to an existing message cluster. If a message is not similar to an existing cluster, the message can be compared against criteria for starting a new message cluster.

摘要翻译： 无监督聚类可用于将微博或其他短信息组织到消息群集中。 消息可以与现有的群集进行比较，以确定相似性得分。 如果至少一个相似性得分大于阈值，则可将消息添加到现有消息簇。 如果消息与现有集群不相似，则可以将消息与启动新消息集群的标准进行比较。