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MenuHow does Artificial Intelligence and semantic search work for a portal
I would like to know how AI and semantic search works for an online marketplace.
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This is a very vague question .. and sorry to say I wont be able to answer you in a better way...
For the sake of conversation , lets say you own clarity.fm and see how we can fit semantic and AI on to it...
I had once started a similar idea in past on yelp reviews..
Semantic - In layman langugae, you are breaking down large language pieces to small sentences and making a meaning out of it...and tagging them..
E.g If there was an sematic alogorithm you had run on this particular question , then the results would be
Vagueness = 10, topic = technology, industry = web etc..
TO get this done, there should be a lexicon database that you should seed and curate.
AI - This is more about applying data science and doing doing deep linking, mapping between all the raw data points (like User details) and derived information (like semantics) and identifying patterns. This is just one example.
One practical example using clarity as case study using this clarity question --- If today you want to make a call for some help, calrity can use its AI algorithms to to identify who would be the best person to answer this..(based on the answers made in the past).
This is a vast topic...
To have a better answer , you need to share more info..
Feel free to talk. Not sure where you are based but if you can't afford the $, ask from me for a free call.. more than happy to help for 30 mins.. love the challanging part.
Related Questions
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How would healthcare jobs change in next 10 years with AI and with Amazon now going into healthcare?
Clinical Decision Support coupled with cost optimization will grow over the next ten years in light of AI and Amazon development. So what do I mean in a practical sense by this? Say you are a patient with abdominal pain. Your doctor thinks you may have a gallstone, but it could also be a kidney stone or perhaps a bulging disc in your back among other conditions. A test would help your doctor diagnose you. But what test? It could be an ultrasound, CT, MRI, or a nuclear medicine study along with blood work. But what would be the best test for you given your medical history, past tests you've undergone and cost of the tests in the area? This is way too much information for a busy doctor to analyze in a 15-minute office visit. Ahh, but there is an AI platform with all your past medical history and costs of local services Amazon has figured out. Your doctor, working in conjunction with the platform can enter relevant clinical information based on their physical exam and interstation with you to determine the optimal test to order to diagnose your condition. This would result in high-quality, cost-effective care to be delivered with the help of AI in collaboration with your doctor's input. How does this change the job of a doctor? Well, it would make them more efficient and able to provide higher quality. They would need to learn how to interact more closely with an AI platform and recognize a stronger partnership with technology. As a result, decrease mental burden and job satisfaction would result. Ultimately, there could be lower rates of provider burnout and increased job satisfaction with more individuals wanting to enter medicine. This could help address our issues around limited access in light of an aging population requiring more services.JR
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I am writing a book on artificial intelligence, anyone open to being interviewed about your experiences for the book?
I am happy to volunteer! I have a more "classical" background in mathematical statistics, and I have followed the distribution of artificial intelligence with great interest and curiosity; also because, I feel, that the actual application and real life-value of AI-implementations often drowns in technical aspects. So what is actually delivered is more the Data Scientists "wet dream" rather than something, that works in real life. If you are interested, feel free to contact me. Best regards Kenneth WolstrupKW
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I'm looking for a support/sales chat bot powered by A.I. and natural language.
Without more detail it is hard to make a good recommendation. Since I don’t know your exact needs I will share the best AI based chat tool I have seen. It is offered by a company called NextIT. You can see it in use at goarmy.com. If navigate there and chat with Sgt. Star you can ask him just about anything you can think of and you will get a good and accurate response.RS
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What are the best startups that are using AI in interesting ways?
One of the most innovative uses of AI that I've come across recently is using it to analyze sales calls. They're able to break down conversations into digestible/searchable topics. From here, they analyze what phrases and topics lead to/away from conversions.ZJ
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Do you know an AI firm that can help build a machine learning tool or Photoshop script to automate the graphic design process in my business?
Sure this is easy. You'll require a massive amount of cash. If you have to ask "how much cash", then you won't explore AI. Once you've determined your AI tech, then you'll go through a multi-year process of Knowledge Acquisition, where you extract knowledge of your entire manual process from every person engaged in the current manual process. Begin training your neural nets. After a few years... to a decade... you'll have a Poe'esque (Ala "Altered Carbon") level AI to do your graphic design for you... auto-magically... I remember going through this process at MCI Telecommunications years ago. Fairly straight forward. Just took $1,000,000s of hard cash over a 10+ year period to convert their switching tech to AI'esque style logic.DF
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