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About

When developers switch from one language to another language, they always asks questions about counterpart libraries to the one that he is familiar with in the old language, e.g.,

• Java's Mahout equivalent in Python
• Library similar to BeautifulSoup and “HTML Agility Pack” but for C or Java?
• Python equivalent of D3.js
• Java equivalent for Python NLTK
• Crypto++ equivalent in C

Although it is not allowed to propose such questions in Stack Overflow (off-topic), there are still many similar questions and they are always with high scores.

Motivated by such questions, we propose an approach to automatically answer these analogy questions by applying Word2Vec algorithm with incorporating the knowledge graph to the tags in Stack Overflow.

Thus, given a library(tag), the website can render:

• No more than 4 libraries in six different programming languages (maybe less), java, c#, python, c++, javascript, php;
• The tagwiki and their asking trend of these recommended libraries in Stack Overflow;

Website

Our website can be visited in https://graphofknowledge.appspot.com/similartech

Contact

For any questions, bugs, suggestions, please leave a message in this post or contact me in my email [email protected].