Language Understanding APIs
Language Understanding APIs
Semantic Analysis for App Reviews is publicly available.
By Tom Krupa, On 22th February 2021
We are happy to announce that Semantic Analysis for App Reviews is publicly available on RapidAPI (link).
What is a Semantic Analysis for App Reviews?
It is a Language Understanding API consisting of 74 language understanding models designed trained&tested on general App Reviews. These models were trained on a general dataset of app reviews. Contact us to train&test it on your data and create additional customized semantic models.
For more information, visit our product site: http://unicornnlp.com/?Semantic-Analysis-for-App-Reviews
API Documentation: http://unicornnlp.com/?API-Documentation-Semantic-Analysis-App-Reviews
RapidAPI Link (use this link to connect to the API): https://rapidapi.com/unicornNLP/api/semantic-analysis-for-app-reviews
For customization on your data, contact us: http://unicornnlp.com/?Contact
Semantic Analysis for App Reviews
- You can use the public SaaS version trained&tested on various app reviews,
- or we can prepare a custom-made version of semantic models designed especially for your texts/needs (delivered as a private API (on RapidAPI) or as a On-Premise version with 0 cents/text),
- Trained and tested on hundreds of thousands of app reviews and other user-generated content,
- Proven state-of-the-art human-like accuracy in various domains (precision=90-95%, recall=70-85%) - send us your dataset to ensure high accuracy.
How it works on a single review
Example text:
Simplified output after processing by Semantic Analysis for App Reviews:
| 1. | I downloaded this app for free, no need to register. | free app no registration needed |
| 2. | Nice to use & navigate, interesting content. |
user-friendly
interesting content
|
| 3. | But the updates are expensive, so after a month I deleted it. | Why deleted? expensive updates |
| 4. | But still, I recommend it to check it out. |
opinion
will recommend
|
What is inside Semantic Analysis for App Reviews
Semantic Analysis for App Reviews is a set of precisily crafted semantic models especially for app reviews. It is train&tested on app reviews and other user-generated content and all presented Semantic Models work with an unparalleled precision of 90-95%.
In a public version of API, we detect this type of information.
General opinion
Overall satisfied. vs. Disappointed?
Love the app vs. Hate the app? Used to love it?
Favorite app vs. Dumb app? Annoyed/frustrated user?
Waste of time? Addictive app? Uninstalling the app? Useless app?
Recommendations
Will he recommend? vs. not recommend?
Do kids love it?
Good for kids? Good for learning?
Not for kids?
General feeling
Great game/app vs. Terrible app?
Boring vs. Entertaining/fun app?
Helpful/useful app?
Is game too simple?
User descriptions
Great graphics vs. Poor graphics?
Great design?
Lots of features? Poor functions?
Challenging vs. Not challenging?
Stable/no crash? Works well? Game too easy?
Quick/fast loading? Slow loading?
Complaints/issues
Lost the data? Can’t log in? Can’t open?
No update? Problems after update?
Error problems? Working too slow? Not loading?
App doesn’t work? Crashes? Not stable?
Too much data usage?
Service opinions
Great service vs. Poor service?
Good updates vs. Poor updates?
Unfair business practices?
Usability opinions
User-friendly? vs. Not user-friendly?
Easy to use? Not easy to use?
Intuitive app? Not intuitive?
User requests
New update needed.
Add multiplayer option.
Want a refund.
Please fix/help.
Price/Payment
Expensive? Adequate price?
Is it a free app? Is it a rip off?
No in-app costs? Additional payments inside?
Worth the money? vs. Not worth the money?
Want a refund? No refund?
Others
Lots of ads? Annoying ads?
No ads? Little ads?
+ Additional customized models trained on your data.
You can Test it on your dataset, or Contact Us to get more information about custom-made products tailored to your requirements and to your type of texts. We can analyze your data and create the list of Semantic Models ourselves or you can tell us what would you like to garner from your data. Leadtime for the custom version is 1-3 months (depending on your data and what information you want to garner) and we provide you ready-to-use Language Understanding API trained&tested on your data.
You can start using this API today.
If you want to get custom-made private API with different models, or receive more info about the custom On-Premise version with 0 cents/text