Tracking emerging technologies
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This document discusses tracking emerging technologies using Python. It outlines steps such as picking technology topics to focus on like cloud computing, discovering relevant sources through search queries and RSS feeds, using Python code to track these sources over time by checking websites and aggregating RSS feeds. It then discusses analyzing the collected information by creating tag clouds and detecting trends through visualization techniques to identify new sources and technologies to continue tracking in an ongoing process.
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Tracking emerging technologies
- 1. Tracking Emerging TechnologiesWith Python
- 2. Pick Topics There is huge list of emerging technologies. Just a few… Multi-core Parallel Programming Web Frameworks Scalable Computing Cloud Computing Mobile Computing Social Computing Web Frameworks Data Analytics Machine Learning Visualization Game Computing ….
- 3. Discover Sources Search patterns to discover sources Top in “Cloud Computing” Blogs in “Cloud Computing” “Cloud Computing” Portals Vendors “Cloud Computing” Products “Cloud Computing” The query: Top (Blogs OR Vendors OR Portals OR Products) in “Cloud Computing” Let us add filetype: xml to get feeds
- 4. A Bit of Tiny Python Code
- 5. A List of Saved Queries
- 6. Let Us Look
- 7. Save the Results in a File
- 8. Once You Get the Sources Let Us Track Them
- 9. Track Sources Track Web pages @checkpage , InfoMinder Track Feeds, Blogs RSS Aggregator, InfoStreams Combine the stuff Yahoo Pipes Do It Yourself Write your own Python/Django App
- 10. Checkpage – A free Twitter Tool
- 11. Eliminate Duplicates Harder than it looks URL dups – normalize, check Similarity Checks Other Clever Methods Discussion Twitter Streams? Noisy Channels?
- 12. Get a List of News Items Just the headlines Title + a bit of description Title + the first para of the article Title + the entire article
- 13. Create a Tag Cloud Simple tag clouds Noise words Standard Words Incremental Tag Clouds with Visual Cues WordClouds, Digrams, Tri-grams Python NLTK to the rescue
- 14. Detect Trends Progressive Tag Clouds Cumulative Counts over a period Heat Maps Visualization Tools Mind Map Generators
- 15. Graph Trends Splash Lines Graphs Motion Charts
- 16. Spiral From the news and trends, find new sources and add them to your list Repeat the whole process Rank Sources, Items Voting (manual) Click tracking (auto) Collaborative Filtering