Hi friends, this time I will provide information about a very interesting project for you to know about a new cryptocurrency called SUMMARIZER. Before going to the discussion, I think we all agree that blockchain technology still needs efforts to encourage adoption so that it continues to grow and continue to develop in the future. So for that, let's see a brief review of the SUMMARIZER project below.
Introduction
In this age of globalization, time is of the essence for everyone. At this time that digital currency has been introduced to reduce transaction time. The cryptocurrency was originally known as a payment system that allows people to be able to make transactions very fast, without third parties, in a crystalline, secure, and faceless manner. With the accrual and development of the Crypto or blockchain ecosystem, several alternative investment opportunities have flourished, and have proven to be more efficient and profitable investment tools than traditional financial returns. Cryptocurrency is potentially the largest digital asset for investment. because it is user-friendly, secure, and allows to cut down steep transaction costs. It is the maximum thing in the financial market that has proven to be an interruption lifter in financial transactions worldwide. Leveraging blockchain technology, cryptocurrency has managed to set up a decentralized, transparent, and inaccessible accountable system.
What is SUMMARIZER ?
Summarizer is exclusive to $SMR holders. You won’t have to pay anything, just simply holding $SMR to read Summarizer contents. At any time, you decide to stop reading Summarizer, you can just sell your $SMR back to the market.
It is a fully automated newspaper
Summarizer aims to make your daily news shorter by utilizing AI. Its bots crawl the web for news, summarize them, and then sort them into categories.
The algorithm we use
TextRank is an unsupervised algorithm for the automated summarization of texts that can also be used to obtain the most important keywords in a document. The algorithm applies a variation of PageRank over a graph constructed specifically for the task of summarization. This produces a ranking of the elements in the graph: the most important elements are the ones that better describe the text. This approach allows TextRank to build summaries without the need of a training corpus or labeling and allows the use of the algorithm with different languages.
For the task of automated summarization, TextRank models any document as a graph using sentences as nodes . A function to compute the similarity of sentences is needed to build edges in between. This function is used to weight the graph edges, the higher the similarity between sentences the more important the edge between them will be in the graph. In the domain of a Random Walker, as used frequently in PageRank , we can say that we are more likely to go from one sentence to another if they are very similar.
TextRank determines the relation of similarity between two sentences based on the content that both share. This overlap is calculated simply as the number of common lexical tokens between them, divided by the lenght of each to avoid promoting long sentences.
Evaluation
We tested LCS, Cosine Sim, BM25 and BM25+ as different ways to weight the edges for the TextRank graph. The best results were obtained using BM25 and BM25+ with the corrective formula shown in equation 3. We achieved.
Tokenomics.
The distribution of SMR tokens will take place in 3 stages. Private sale for $0.008 per SMR. Join the whitelist to participate in private sales! The public sale will be made after the private sale at a rate of USD 0.01 per SMR. Launch on PancakeSwap, planned after private and public sale. Starting price: $0.012 per SMR. The project allocation is shown in the screenshot.
Token allocation is deployed to the Binance Smart Chain and we are integrating tokens with Summarizer via Web3. Our SMR token has passed the TechRate audit. The source code has also been published and tested by BSCScan.
This is what I can say in this article. If you need accurate and reliable information, you can visit their official link, which I have provided below:
The official website : https://summarizer.co/
Tokenomics website : https://token.summarizer.co/
Telegram : https://t.me/SummarizerOfficial
Twitter : https://twitter.com/SummarizerC
Medium : https://medium.com/@summarizer
Reddit : https://www.reddit.com/user/Summarizer_Official
UserName: Bidadari_surga
Bitcointalk Profile: https://bitcointalk.org/index.php?action=profile;u=1011291
BEP-20 Wallet Address: 0xBd706dD25c38c5502DbB2B254bFA6bbD54b8F8d3