Social Semantic Search: Context & Themes

by Jen Roberts August 25, 2010

We are all pretty familiar with the results of a search engine query. You enter keywords into bing, google or yahoo or some other search engine and get back results. In this example, I entered techstars and the following results displayed:

Page after page listing all of the potential matches; it’s like an inventory list and what may be important is tucked onto page 8.  A social media semantic search works differently and in CI:Insight represented differently.  CI:Insight gives you a tw0-tiered view of social media conversations:

  • a high-level contextual view of topics – a landscape of conversation grouped by themes
  • the ability to delve into specific posts – if you want to read that blog post from bosoxbomber you can

Conducting a social media semantic search reveals the context and themes of social media conversations over a specified length of time related to the key terms you have entered. CI:Insight’s semantic filter includes customer conversations on Facebook, twitter, message boards, blog and news sites.

For example, entering techstars into CI:Insight provides this contextual visual representation of your search.

A landscape of conversations is displayed as groupings called themes. As you scan this conversation mapping,  you are actually grocking the output of several hundred conversations, over a user-defined period of time, and from a variety of different authors within a single informational pane.


The size and placement of groupings indicate the volume of activity around a particular theme; top-left reveals outlier conversations. Highlighting a theme displays the number of included conversations and key words associated with those messages. Clicking the theme displays the messages, which comprise a specific grouping.

Semantic searching is a more efficient and enlightening method of identifying customer conversations and voice of customer than a traditional search query.

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Define: Social CRM

Social CRM is a philosophy and a business strategy, supported by a technology platform, business rules, processes and social characteristics, designed to engage the customer in a collaborative conversation in order to provide mutually beneficial value in a trusted and transparent business environment. It's the company's response to the customer's ownership of the conversation.

Define: Proprietary Content

Almost any textual content your organization stores such as:

Any proprietary data can be imported into the Collective Intellect Social CRM Insight platform.

Contact us about mapping your data to the ci-insight format. info@collectiveintellect.com

Define: Snippet

Snippets are subsets of a posting based on your specified search criteria.
These snippets enable you to more accurately capture consumer sentiment across any topic, theme, dimension or term.

Define: Blog

Websites that have an RSS feed (people can subscribe to them), and they are personally authored.

Define: Message Board

Forums or threaded conversations where one person can comment, and anyone can view the comment and respond back.

Define: News

Online news, includes WSJ, NY Times, Local News, etc

Define: Social Sites

Social networking sites such as Facebook, MySpace, LinkedIn.

Define: MicroBlogs

Twitter, where content is limited to 140 characters.

Define: Social Media

"Social media are media for social interaction, using highly accessible and scalable publishing techniques. Social media use web-based technologies to transform and broadcast media monologues into social media dialogues." more from wikipedia here