Smart-news-detector | Smart News Detector Bot is a Chrome extension
kandi X-RAY | Smart-news-detector Summary
kandi X-RAY | Smart-news-detector Summary
Smart-news-detector is a Python library typically used in Telecommunications, Media, Media, Entertainment applications. Smart-news-detector has no bugs, it has no vulnerabilities, it has build file available and it has low support. You can download it from GitHub.
Based on Previous Fake News Recognition Tool. Smart News Detector Bot is a Chrome extension that attaches itself to your Twitter timeline and provides a one-click solution to retrieving diverse perspectives on an issue. It does this by running the tweet you’ve selected through a natural language pipeline (built on top of Google Cloud Natural Language API) and extracting the important entities in the tweet & sentiments associated with them. Next, it uses this information to form search keywords to retrieve relevant news articles from a variety of reliable sources after which the retrieved articles are scored on their relevance based on our own heuristic (explained below) and the top articles are delivered to the user for easy reading. Along with the top articles.By providing more context to the tweet, we aim to enable users to make a more informed decision on the knowledge they absorb through Twitter. Retrieving News Articles We retrieve the initial news articles from the News API by creating search phrases from the important entities mentioned in the tweet, the geotag of the tweet and the name of the user tweeting (if he/she is verified). We differentiate important entities from non-important ones by checking if their type belongs to one of. ["PERSON", "LOCATION", "ORGANIZATION", "EVENT", "WORK_OF_ART", "CONSUMER_GOOD"] Lastly, because tweets can be about incidents that happened weeks/months/years ago, we retrieve all the relevant news articles as opposed to the top headlines at that moment in time.
Based on Previous Fake News Recognition Tool. Smart News Detector Bot is a Chrome extension that attaches itself to your Twitter timeline and provides a one-click solution to retrieving diverse perspectives on an issue. It does this by running the tweet you’ve selected through a natural language pipeline (built on top of Google Cloud Natural Language API) and extracting the important entities in the tweet & sentiments associated with them. Next, it uses this information to form search keywords to retrieve relevant news articles from a variety of reliable sources after which the retrieved articles are scored on their relevance based on our own heuristic (explained below) and the top articles are delivered to the user for easy reading. Along with the top articles.By providing more context to the tweet, we aim to enable users to make a more informed decision on the knowledge they absorb through Twitter. Retrieving News Articles We retrieve the initial news articles from the News API by creating search phrases from the important entities mentioned in the tweet, the geotag of the tweet and the name of the user tweeting (if he/she is verified). We differentiate important entities from non-important ones by checking if their type belongs to one of. ["PERSON", "LOCATION", "ORGANIZATION", "EVENT", "WORK_OF_ART", "CONSUMER_GOOD"] Lastly, because tweets can be about incidents that happened weeks/months/years ago, we retrieve all the relevant news articles as opposed to the top headlines at that moment in time.
Support
Quality
Security
License
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Support
Smart-news-detector has a low active ecosystem.
It has 7 star(s) with 1 fork(s). There are 3 watchers for this library.
It had no major release in the last 6 months.
Smart-news-detector has no issues reported. There are 1 open pull requests and 0 closed requests.
It has a neutral sentiment in the developer community.
The latest version of Smart-news-detector is current.
Quality
Smart-news-detector has no bugs reported.
Security
Smart-news-detector has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
License
Smart-news-detector does not have a standard license declared.
Check the repository for any license declaration and review the terms closely.
Without a license, all rights are reserved, and you cannot use the library in your applications.
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Smart-news-detector releases are not available. You will need to build from source code and install.
Build file is available. You can build the component from source.
Installation instructions, examples and code snippets are available.
Top functions reviewed by kandi - BETA
kandi has reviewed Smart-news-detector and discovered the below as its top functions. This is intended to give you an instant insight into Smart-news-detector implemented functionality, and help decide if they suit your requirements.
- Handle POST requests
- Extract entities from a Tweet
- Process a Tweet ID
- Return a list of relevant news articles
- Retrieve all articles from a list of entities
- Compute the relevance score for a given tweet
- Extracts entities from a text document
- Get a single tweet
- Return a list of wikipedia links
- Pretty print the articles
- Get the sentiment of a document
- Returns the entities in the given text
- Get the sentiment of a tweet
Get all kandi verified functions for this library.
Smart-news-detector Key Features
No Key Features are available at this moment for Smart-news-detector.
Smart-news-detector Examples and Code Snippets
No Code Snippets are available at this moment for Smart-news-detector.
Community Discussions
No Community Discussions are available at this moment for Smart-news-detector.Refer to stack overflow page for discussions.
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install Smart-news-detector
After obtaining (and setting up) the required credentials for the Twitter API, News API & Google Cloud Natural Language API, start the server by running:.
Support
For any new features, suggestions and bugs create an issue on GitHub.
If you have any questions check and ask questions on community page Stack Overflow .
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