Beware the lure of crowdsourced data

sasha uritsky

Jun 18, 2014

Crowdsourced data can often be inconsistent, messy or downright wrong

We all like something for nothing, that’s why open source software is so popular. (It’s also why the Pirate Bay exists). But sometimes things that seem too good to be true are just that.

Repustate is in the text analytics game which means we needs lots and lots of data to model certain characteristics of written text. We need common words, grammar constructs, human-annotated corpora of text etc. to make our various language models work as quickly and as well as they do.

We recently embarked on the next phase of our text analytics adventure: semantic analysis. Semantic analysis the process of taking arbitrary text and assigning meaning to the individual, relevant components. For example, being able to identify “apple” as a fruit in the sentence “I went apple picking yesterday” but to identify “Apple’ the company when saying “I can’t wait for the new Apple product announcement” (note: even though I used title case for the latter example, casing should not matter)

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Send Us Your Travel/Hospitality Business Pitch

nmodes is a data analytics company. We analyse data based on consumer intent. We’re pretty good at it.

We spend a significant portion of our processing resources on analysing travel data. And so we are fast to know when somebody is planning a trip, or looking for a place to stay, or visiting your city and searching for activities, restaurants, entertainment.

In addition to data processing we help businesses in monetizing the data we deliver them. We create and implement the marketing strategy to convert intent-driven consumer data into your sales. Typically the majority of the data comes from social web, and consequently a successful marketing strategy has an important benefit of establishing long-term social presence for your business.

We also offer free end user services. Knowing consumer intent gives us capability to identify in real-time social users in need of travel help. Our data is actionable, allowing to respond momentarily to individuals with timely recommendations and advice.

Knowing consumer intent in real-time gives business power to control the sales process. Your customer satisfaction will improve, and your sales will grow significantly.

And if you are not ready to start using our full service, you can always send us a short description of your business, its value, and how it is better from competition. We will be happy to connect consumers with your product when appropriate. No commitment on your part is required.

Intent-driven data offers instant value, start enjoying it.

WHY ALL CONVERSATIONAL AI SOLUTIONS ARE CURRENTLY CUSTOM MADE

All quality conversational AI solutions such as chatbots, voice bots, virtual assistants are customized. The reason is because conversational AI solutions have a component called AI training that has to be individually tailored to the needs of each business. Currently AI industry does not have a suitable solution to automate this component.

There are, of course, easy-to-use, scalable products such as Chatfuel, ManyChat and others, but they do not provide sufficient quality and therefore do not add value to the professional sales or customer service process.

The next generation of conversational AI solutions will be scalable, while capable of delivering the level of quality required by businesses and professional organizations. nmodes is among a limited number of AI companies, with sufficient level of technological knowledge and deep enough understanding of underlying linguistic processes. working on delivering this kind of solution to the market as quickly as possible. In the meantime, customizable AI solutions, with personalized AI training component, is industry's best option.