Difference between revisions of "Journalism"
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|description=Helpful resources for your journey with artificial intelligence; videos, articles, techniques, courses, profiles, and tools | |description=Helpful resources for your journey with artificial intelligence; videos, articles, techniques, courses, profiles, and tools | ||
}} | }} | ||
| − | [ | + | [https://www.youtube.com/results?search_query=news+deep+learning+text+~classification+machine+learning+ML+artificial+intelligence Youtube search...] |
| − | [ | + | [https://www.google.com/search?q=news+deep+learning+text+~classification+machine+learning+ML+artificial+intelligence ...Google search] |
* [[Case Studies]] | * [[Case Studies]] | ||
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** [[Politics]] | ** [[Politics]] | ||
* [[Capabilities]] | * [[Capabilities]] | ||
| − | * [ | + | * [https://cs229.stanford.edu/proj2018/report/183.pdf Classification of News Dataset | Olga Fuks] |
| − | * [ | + | * [https://iopscience.iop.org/article/10.1088/1757-899X/459/1/012006/pdf Automated News Categorization using Machine Learning methods | U Suleymanov and S Rustamov] |
* [[Current State]] for news sources | * [[Current State]] for news sources | ||
* [[Natural Language Processing (NLP)]] | * [[Natural Language Processing (NLP)]] | ||
** [[Sentiment Analysis]] | ** [[Sentiment Analysis]] | ||
* [[Fake]] News, email and social media | * [[Fake]] News, email and social media | ||
| − | * [ | + | * [https://rapidapi.com/blog/directory/news-services RapidAPI - News Services] |
| − | * [ | + | * [https://thesai.org/Downloads/Volume11No6/Paper_77-News_Aggregator_and_Efficient_Summarization_System.pdf News Aggregator and Efficient Summarization System | A. Mohamed, M. Ibrahim, M. Yasser, M. Ayman, M. Gamil, and W. Hassan] |
| + | * [https://www.euronews.com/next/2023/01/31/will-chatgpt-and-other-ai-tools-replace-journalists-in-newsrooms Will ChatGPT and other AI tools replace journalists in newsrooms? | Sophia Khatsenkova - EuroNewsNext] ...[[ChatGPT]] | [[OpenAI]] | ||
| + | |||
<youtube>qY5wzZO8MRw</youtube> | <youtube>qY5wzZO8MRw</youtube> | ||
| − | The flow of information never stops. Every day, more and more data is generated on the internet, and some of that information affects your organization. Business leaders need to keep as up to date as much as possible with the relevant information in their respective industries, but that’s not always easy to do. News aggregators give you the ability to read through the latest news stories that have an impact on you and your business, all from one convenient location. There’s no need to comb through dozens of websites hoping to find the news that you want. News aggregators take care of the busy work and put that information at your fingertips. Staying on top of the news like this helps you to remain competitive. It helps you to know what the latest trends are and what your closest competitors are up to. As the saying goes, “knowledge is power,” and news aggregators are an excellent way to obtain knowledge and use it to further your business goals. They help you see things from a fresh perspective, in turn giving you the information you need to keep your business at the forefront of your industry. [ | + | The flow of information never stops. Every day, more and more data is generated on the internet, and some of that information affects your organization. Business leaders need to keep as up to date as much as possible with the relevant information in their respective industries, but that’s not always easy to do. News aggregators give you the ability to read through the latest news stories that have an impact on you and your business, all from one convenient location. There’s no need to comb through dozens of websites hoping to find the news that you want. News aggregators take care of the busy work and put that information at your fingertips. Staying on top of the news like this helps you to remain competitive. It helps you to know what the latest trends are and what your closest competitors are up to. As the saying goes, “knowledge is power,” and news aggregators are an excellent way to obtain knowledge and use it to further your business goals. They help you see things from a fresh perspective, in turn giving you the information you need to keep your business at the forefront of your industry. [https://www.import.io/post/why-and-how-to-use-a-news-aggregator/ Why and How to Use a News Aggregator | Import.io] |
<youtube>hBPT6_JoUvU</youtube> | <youtube>hBPT6_JoUvU</youtube> | ||
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== News API == | == News API == | ||
| − | * [ | + | * [https://newsapi.org/ News API] |
| − | Get breaking news headlines, and search for articles from news sources and blogs all over the web with our news API. News API is a simple and easy-to-use API that returns [ | + | Get breaking news headlines, and search for articles from news sources and blogs all over the web with our news API. News API is a simple and easy-to-use API that returns [https://www.w3schools.com/js/js_json.asp JSON -JavaScript Object Notation] metadata for headlines and articles live all over the web right now. |
=== [[Python]] === | === [[Python]] === | ||
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== [[Python#Flask | Flask]] == | == [[Python#Flask | Flask]] == | ||
| − | * [ | + | * [https://medium.com/@micco.markovic/smart-er-news-feed-how-i-made-an-simple-flask-react-web-app-which-gives-me-the-most-important-4514e2b8fa4b Smart(er) News Feed: How I Made an Simple Flask/React Web App which Gives me the Most Important News in Real Time | Miodrag Marković - Medium] |
| − | * [ | + | * [https://github.com/kotartemiy/extract-news-api Extract News API | Kotartemiy] |
<youtube>I5syfw5zgnc</youtube> | <youtube>I5syfw5zgnc</youtube> | ||
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== [[Python#Django | Django]] == | == [[Python#Django | Django]] == | ||
| − | * [ | + | * [https://data-flair.training/blogs/django-project-news-aggregator-app/ Python Django Project – Learn to Build your own News Aggregator Web App | DataFlair Team] Django, BeautifulSoup, requests module |
<youtube>SNtppW4cOOo</youtube> | <youtube>SNtppW4cOOo</youtube> | ||
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<youtube>Euv3ZGpDelk</youtube> | <youtube>Euv3ZGpDelk</youtube> | ||
| − | * [ | + | * [https://github.com/PraneethKarnena/django-news-aggregator Django News Aggregator | Praneeth Karnena] |
This is a simple Django project that collects and aggregates news from multiple news sources and processes them using Natural Language Processing | This is a simple Django project that collects and aggregates news from multiple news sources and processes them using Natural Language Processing | ||
<youtube>2WfoNmlxwto</youtube> | <youtube>2WfoNmlxwto</youtube> | ||
| − | == [ | + | == [https://news.google.com/search?q=Artificial%20Intelligence Google News] == |
<youtube>wXpxyKXksFU</youtube> | <youtube>wXpxyKXksFU</youtube> | ||
<youtube>CIa84_VybKY</youtube> | <youtube>CIa84_VybKY</youtube> | ||
| − | == [ | + | == [https://www.bing.com/news/search?q=Artificial+Intelligence Bing News] == |
| − | ** [ | + | ** [https://rapidapi.com/microsoft-azure-org-microsoft-cognitive-services/api/bing-news-search1 Bing API] |
| − | * [ | + | * [https://rapidapi.com/blog/bing-news-search-api-news-sentiment-summarization/ Bing News Search API Example: News Sentiment Analysis & Summarization (with the AylienText Analysis API) | RapidAPI] |
| − | ** [ | + | ** [https://aylien.com/ Aylien] The News Intelligence Platform |
| − | ** [ | + | ** [https://rapidapi.com/aylien/api/text-analysis Aylien Text Analysis API | RapidAPI] |
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== API Integrator Platforms == | == API Integrator Platforms == | ||
| − | * [ | + | * [https://support.integromat.com/hc/en-us/articles/360006248113-Integromat-comparison-to-other-similar-services Comparison: IFTTT, Zapier, Microsoft Flow, and Integromat | Integromat] |
| − | * [ | + | * [https://www.linkedin.com/pulse/complete-api-integrator-platform-comparison-alex-glenn-/ The Complete API Integrator Platform Comparison | Alex Glenn] |
| − | === [ | + | === [https://ifttt.com/ IFTTT] === |
| − | * [ | + | * [https://ifttt.com/search/query/news?tab=connections IFTTT News] |
Service for automating tasks and connecting products and services | Service for automating tasks and connecting products and services | ||
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| − | === [ | + | === [https://zapier.co Zapier] === |
| − | * [ | + | * [https://zapier.com/apps Apps] |
| − | * [ | + | * [https://zapier.com/apps/newslit/integrations Newslit] news monitoring and research |
| − | * [ | + | * [https://zapier.com/apps/newslit/integrations NewsBlur] online RSS news reader service accessible both online and via a free open-source mobile app for offline reading |
<youtube>u3eiDWvWSS0</youtube> | <youtube>u3eiDWvWSS0</youtube> | ||
<youtube>C0COhzDwJ2s</youtube> | <youtube>C0COhzDwJ2s</youtube> | ||
| − | === [ | + | === [https://flow.microsoft.com/en-us/ Microsoft Flow] === |
| − | * [ | + | * [https://flow.microsoft.com/en-us/galleries/public/templates/f1af48a4661342b686ff2b649ada7780/get-a-digest-of-daily-rss-feed-news/ Get a digest of daily RSS feed news] |
| − | * [ | + | * [https://support.microsoft.com/en-us/office/create-and-share-news-on-your-sharepoint-sites-495f8f1a-3bef-4045-b33a-55e5abe7aed7 Create and share news on your SharePoint sites] |
<youtube>pe1MP-IJ9KI</youtube> | <youtube>pe1MP-IJ9KI</youtube> | ||
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=== GPT-2 News Classifier === | === GPT-2 News Classifier === | ||
| − | * [ | + | * [https://towardsdatascience.com/train-and-deploy-fine-tuned-gpt-2-model-using-pytorch-on-amazon-sagemaker-to-classify-news-articles-612f9957c7b Train and Deploy Fine-Tuned GPT-2 Model] Using [[PyTorch]] on [[Amazon]] [[SageMaker]] to Classify News Articles | Hao Cai |
| − | Hao Cai built an [ | + | Hao Cai built an [https://44.200.231.137:8501/ Online News Classifier] using [https://streamlit.io/ Streamlit] running the trained model. You can input or paste any news here, and it will generate predictions of the news category with great accuracy. As simple as this app may looks, underneath it runs a very powerful deep learning model! This app uses GPT-2 language model to identify the category of any input news. It aims to save readers time accessing the news of their interest. The source code for this app can be found in this [https://github.com/haocai1992/GPT2-News-Classifier GitHub repo: GPT2-News-Classifier]. Check it out here: |
| − | [ | + | [https://44.200.231.137:8501/ GPT-2 News Classifier] |
| − | === [ | + | === [https://www.integromat.com/ Integromat] === |
| − | * [ | + | * [https://feedly.com/i/welcome Feedly] |
<youtube>P2ZZNi3oZE8</youtube> | <youtube>P2ZZNi3oZE8</youtube> | ||
| Line 134: | Line 136: | ||
== More Aggregator Sites & Apps == | == More Aggregator Sites & Apps == | ||
| − | * [ | + | * [https://news.search.yahoo.com/search?p=Artificial+Intelligence Yahoo News] |
| − | * [ | + | * [https://knewz.com/search/Artificial%20Intelligence KNEWZ | News Corp] |
| − | * [ | + | * [https://refdesk.com/ Refdesk.com] Fact checker for the Internet |
| − | * [ | + | * [https://feedly.com Feedly] |
| − | * [ | + | * [https://usepanda.com/ Panda] |
| − | * [ | + | * [https://about.pressreader.com/businesses/ PressReader]/[https://news360.com/ News360] |
| − | * [ | + | * [https://www.smartnews.com/ SmartNews] |
| − | * [ | + | * [https://flipboard.com/topic/artificialintelligence Flipboard] |
| − | * [ | + | * [https://www.techmeme.com/search/query?q=Artificial+Intelligence Techmeme] |
| − | * [ | + | * [https://www.newsnow.co.uk/h/?search=Artificial+Intelligence NewsNow] |
| − | * [ | + | * [https://m.dailyhunt.in/news/india/english DailyHunt] |
| − | * [ | + | * [https://fastnews.app/ FastNews] |
| − | * [ | + | * [https://www.scoopernews.com/ Scooper News] |
| − | * [ | + | * [https://us.readly.com/ Readly] |
| − | * [ | + | * [https://www.bundle.app/en Bundle] |
| − | * [ | + | * [https://alltop.com/ Alltop] |
| − | * [ | + | * [https://getpocket.com/ Pocket] |
| − | * [ | + | * [https://www.inoreader.com/ Inoreader] |
Revision as of 23:06, 31 January 2023
Youtube search... ...Google search
- Case Studies
- Capabilities
- Classification of News Dataset | Olga Fuks
- Automated News Categorization using Machine Learning methods | U Suleymanov and S Rustamov
- Current State for news sources
- Natural Language Processing (NLP)
- Fake News, email and social media
- RapidAPI - News Services
- News Aggregator and Efficient Summarization System | A. Mohamed, M. Ibrahim, M. Yasser, M. Ayman, M. Gamil, and W. Hassan
- Will ChatGPT and other AI tools replace journalists in newsrooms? | Sophia Khatsenkova - EuroNewsNext ...ChatGPT | OpenAI
The flow of information never stops. Every day, more and more data is generated on the internet, and some of that information affects your organization. Business leaders need to keep as up to date as much as possible with the relevant information in their respective industries, but that’s not always easy to do. News aggregators give you the ability to read through the latest news stories that have an impact on you and your business, all from one convenient location. There’s no need to comb through dozens of websites hoping to find the news that you want. News aggregators take care of the busy work and put that information at your fingertips. Staying on top of the news like this helps you to remain competitive. It helps you to know what the latest trends are and what your closest competitors are up to. As the saying goes, “knowledge is power,” and news aggregators are an excellent way to obtain knowledge and use it to further your business goals. They help you see things from a fresh perspective, in turn giving you the information you need to keep your business at the forefront of your industry. Why and How to Use a News Aggregator | Import.io
Contents
News API
Get breaking news headlines, and search for articles from news sources and blogs all over the web with our news API. News API is a simple and easy-to-use API that returns JSON -JavaScript Object Notation metadata for headlines and articles live all over the web right now.
Python
Javascript
Flask
- Smart(er) News Feed: How I Made an Simple Flask/React Web App which Gives me the Most Important News in Real Time | Miodrag Marković - Medium
- Extract News API | Kotartemiy
Django
- Python Django Project – Learn to Build your own News Aggregator Web App | DataFlair Team Django, BeautifulSoup, requests module
This is a simple Django project that collects and aggregates news from multiple news sources and processes them using Natural Language Processing
Google News
Bing News
- Bing News Search API Example: News Sentiment Analysis & Summarization (with the AylienText Analysis API) | RapidAPI
- Aylien The News Intelligence Platform
- Aylien Text Analysis API | RapidAPI
API Integrator Platforms
- Comparison: IFTTT, Zapier, Microsoft Flow, and Integromat | Integromat
- The Complete API Integrator Platform Comparison | Alex Glenn
IFTTT
Service for automating tasks and connecting products and services
Zapier
- Apps
- Newslit news monitoring and research
- NewsBlur online RSS news reader service accessible both online and via a free open-source mobile app for offline reading
Microsoft Flow
GPT-2 News Classifier
- Train and Deploy Fine-Tuned GPT-2 Model Using PyTorch on Amazon SageMaker to Classify News Articles | Hao Cai
Hao Cai built an Online News Classifier using Streamlit running the trained model. You can input or paste any news here, and it will generate predictions of the news category with great accuracy. As simple as this app may looks, underneath it runs a very powerful deep learning model! This app uses GPT-2 language model to identify the category of any input news. It aims to save readers time accessing the news of their interest. The source code for this app can be found in this GitHub repo: GPT2-News-Classifier. Check it out here: GPT-2 News Classifier
Integromat
More Aggregator Sites & Apps
- Yahoo News
- KNEWZ | News Corp
- Refdesk.com Fact checker for the Internet
- Feedly
- Panda
- PressReader/News360
- SmartNews
- Techmeme
- NewsNow
- DailyHunt
- FastNews
- Scooper News
- Readly
- Bundle
- Alltop
- Inoreader
