Facebook, Inc. (Menlo Park, CA)
What is a Patent for Methods to control bots’ messaging that are based on machine-learning intent detection
Nowadays, people use computing devices (or systems) for a wide variety of reasons. You can use your device for access to content to share it, make content, and even interact with others. In certain situations, content items may include postings from members of social networks. The postings may include texts and media items like images, videos, and audio. The postings may be published to the social network for others to view.
Users may post content to social networking systems by using standard methods. In general, any content posted by a first user can be included in the respective feeds of other users in the social networking system,for example users who have “followed” the first user. Following (or subscribing) to the first user can include some or all of the content produced or uploaded by that user in the respective content feeds for the next users. Users who follow the first user is able to unfollow the first user to prevent new content that is produced by the initial user from being displayed in the following user’s content feed.
Different embodiments of the disclosed invention can comprise systems, methods, and non-transitory computer-readable mediums that are designed to accept, via a user computer the request for a first part of an item of content. Based on the probability of the content item being consumed, the first part of the content item is selected. The client’s computing device receives the first part of the content item. The first portion of the content item is prefetched by theclient computing device.
In one embodiment, the content item can be divided into multiple segments, and the first segment comprises one of the plurality of segments.
In a particular embodiment, each segment of the multitude of segments is associated with providing the content to a specific level of quality.
In an instance, the multiple segments are arranged in such a way that a higher position within the order indicates the quality of the product.
An embodiment contains the content item, which is an image encoded using an evolving JPEG format.
In an embodiment, every segment of the plurality of segments has a range of probabilities of consumption.
The request to access the remainder of the content item is received by the client’s computing device as an example. The remainder of the content item is transmitted to the client’s computing device.
In a particular embodiment, the request to display the remaining portion of the content item created in response to a conclusion that the content item is to be displayed on the client computing device.
A request for a part of a second article is received by a client computer device within an embodiment. Based on the probabilities of consumption of the second content item, the first portion is chosen. The client computing device receives the first portion of the second content item. The initial portion of the second content item is prefetched by the client computing device.
In an embodiment, the probabilities of consumption value related to the item of content is calculated using the machine learning model.
It should be appreciated that many additional characteristics such as applications, embodiments, or variants of the disclosed technology can be seen from the accompanying drawings and from the description that follows. It is possible to use the structures as well as the systems, media, and methods described herein in different ways, or alternatively, without departing from their fundamentals.Click here to view the patent on USPTO website.
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There are many kinds of patents and knowing them is essential to protecting your invention. Patents for utility cover processes and machine creations. Design patents cover ornamental designs. Utility patents are the best since they protect the owner from copycats and other competition. They are typically issued to improve or alter existing inventions. Patents issued under utility can be used to enhance or modify existing inventions. A process patent would describe the methods or actions to perform a particular action. However, a chemical composition will include a combination of ingredients.
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A patent search is the initial step in obtaining your patent. You can do a google patent search or do a USPTO search. After the patent application is submitted, the product that is covered by the application can be called patent-pending, and you can locate the patent application online on the public pair. After the patent office has approved the patent application, you are able to perform a patent search to find the patent issued which means that your product will now be patented. In addition to the USPTO search engine, you can also utilize other search engines, such as espacenet as described below. It is possible to seek help from an attorney who specializes in patents. In the US patents are granted by the US patent and trademark office or by the United States patent and trademark office, which is also responsible for examining trademark applications.
Are you interested in finding other similar patents? Here are the steps:
1. Think of terms that describe your invention according to its function and composition or use.
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To help you recognize terms and keywords, you can use the questions below.
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- What are the technical terms and terms used to describe an invention’s nature? A technical dictionary will help you locate the right phrases.
2. Utilize these terms to locate relevant Cooperative Patent Classifications on the Classification Text Search Tool. To determine the most suitable classification for your invention, look through the resulting classification’s class Schemes (class schedules). Think about substituting the words you’re using to describe your invention if you fail to find any results in the Classification Text Search with synonyms similar to the words you used in Step 1.
3. Examine 3. Go over the CPC Classification Definition for the CPC Classification Definition to determine the relevancy of the CPC classification that you have found. If the chosen classification is a blue square with “D”, then the hyperlink to the CPC classification definition will be given. CPC classification definitions will help you determine the applicable classification’s scope so that you can select the most relevant. The definitions could also contain search tips or other suggestions that could be helpful for further investigation.
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7. You can look up additional US patent publications using keyword searching in the AppFT and PatFT databases, as well as classification searching for non-U.S. Patents in the following table. You can also utilize web search engines to find non-patent literature disclosures about inventions. For instance:
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- Japan Patent Office (JPO) – with access to machine translations of Japanese patents.
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- Korean Intellectual Property Rights Information Service (KIPRIS)
- State Intellectual Property Office (SIPO) with machine translation of Chinese patents.
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To review your search, you can hire a registered patent attorney to assist. A preliminary search will help one better prepare to talk about their invention and other related inventions with a professional patent attorney. In addition, the attorney will not spend too much time or money on patenting basics.