BooRah

BooRah is a restaurant review site that we first reviewed earlier this year. One of BooRah's most interesting aspects is that it uses semantic analysis and natural language processing to aggregate reviews from food blogs. Because of this, BooRah can recognize praise and criticism in these reviews and then rates restaurants accordingly. BooRah also gathers reviews from Citysearch, Tripadvisor and other large review sites.

BooRah also announced last month the availability of an API that will allow other web sites and businesses to offer online reviews and ratings from BooRah to their customers. The API will surface most of BooRah's data about a given restaurant, including ratings, menus, discounts, and coupons.

Swotti

Swotti is a semantic search engine that aggregates opinions about products to help you make purchasing decisions. We reviewed the product back in March. Swotti aggregates opinions about products from product review sites, forums and discussion boards, web sites and blogs, and then categorizes those reviews as to what feature or aspect of the product is being reviewed, tagging it accordingly, and then rating the review on as positive or negative.

Dapper MashupAds

Earlier this month we wrote about the recent improvement in Dapper MashupAds, a product we first spotted over a year ago. The idea is that publishers can tell Dapper: this is the place on my web page where the title of a movie will appear, now serve up a banner ad that's related to whatever movie this page happens to be about. That could be movies, books, travel destinations - anything. We remarked that the UI for this has grown much more sophisticated in the past year.

How this works: in the back end, Dapper will be analyzing the fields that publishers identify and will apply a layer of semantic classification on top of them. The company believes that its new ad network will provide monetary incentive for publishers to have their websites marked up semantically. Dapper also has a product called Semantify, for SEO - see our review of that.

For more on Semantic advertising, see our write-up of a panel on this topic from the Web 3.0 Conference.

Inform.com

Inform.com analyzes content from online publishers and inserts links from a publisher's own content archives, affiliated sites, or the web at large, to augment content being published. We reviewed it in January, when at the time the company had more than 100 clients - including CNN.com, WashingtonPost.com and the Economist.

Inform says its technology determines the semantic meaning of key words in millions of news stories around the web every day in order to recommend related content. The theory is that by automating the process of relevant link discovery and inclusion, Inform can easily add substantial value to a publisher's content. Inform also builds out automatic topic pages, something you can see around WashingtonPost and CNN.com.

Siri

We have met our share of secretive startups over the years, but few have been as secretive about their plans as Siri, which was founded in December 2007 and did not even have an official name until October this year. Siri was spun out of SRI International and its core technology is based on the highly ambitious CALO artificial intelligence project.

In our October post on Siri, we discovered that Siri is working on a "personalized assistant that learns." We expect Siri to have a strong information management aspect, combined with some novel interface ideas. Based on our discussion with founders Dag Kittlaus and Adam Cheyer in October, we think that there will be a strong mobile aspect to Siri's product and at least some emphasis on location awareness. Siri plans to launch in the first half of 2009.