Facebook, Inc. (Menlo Park, CA)
What is a Patent for Methods to control bots’ messaging that are based on machine-learning intent detection
Search 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.
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A patent is granted by the government to protect an invention, a patent provides the inventor exclusive rights to create, use, sell and promote the invention?society benefits when a new technology is introduced into the marketplace. The benefits can be realized directly as people are able to achieve previously impossible feats and indirectly by the opportunities for economic growth that innovation offers (business expansion, job creation).
Patent protection is sought by many universities and pharmaceutical companies to protect their research and development. Patents are granted for the creation of a product, process or method of creating new materials. Patent protection is granted to an invention that is beneficial or novel and is not yet known by other people in the same area.
Patents are a way to honor inventors who have commercially profitable inventions. They provide a motivation for inventors to invent. Small-scale businesses and inventors can rest assured that they will get the most return from their investment in technology development through patents. They can earn money from their work.
Patents are a crucial part of companies, and they can:
Make sure you protect your unique products and services
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Get technical and business information.
Beware of accidentally using content from third parties or losing valuable information, innovative outputs or any other outputs that are creative.
Patents transform the knowledge of inventors into a valuable asset which opens up new opportunities for employment creation by licensing joint ventures and joint ventures.
Investors in the development and commercialization of technology may find small businesses with patent protection to be more attractive.
Patents can spark new ideas and new inventions. This information can promote creativity and could be eligible for patent protection.
Patents are a way to prevent untrustworthy third parties from profiting from the invention’s efforts.
Patent-protected technology that is commercially profitable can be used for financing research and development (R&D) that can increase the chance for better technology in the future.
Intellectual property ownership can be used to convince investors and lenders that there are genuine chances to commercialize your product. Sometimes, one powerful patent can open the door to multiple financing opportunities. Patents as well as other IP assets can be used as collateral or as security for financing debt. Investors are also able to view the patents you own to boost the value of their company. Forbes and other publications have reported that every patent could add anywhere from $500,000 to a million dollars in company valuation.
Startups require a well-crafted business plan that leverages the IP to demonstrate that your product or service is distinctive superior or unique. Investors will also be impressed if you have IP rights are secure or are in the process of becoming secure, and if they agree with your business plan.
It is crucial to keep an invention secret prior to filing for patent protection. It is important to protect an invention prior to making a patent application. A public disclosure could compromise the originality of the invention, making it patent-infringing. Pre-filing disclosures, such as for investors, test-marketing or other business partners must be done after signing a confidentiality contract.
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.
How long does a patent last? Although utility patents last up to 20 years from their initial filing, they are able to be extended through delays in the Patent Office.
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When you are writing an application for patents, you should do a patent search, as the search will give you some insight into other people’s concepts. You’ll be able reduce the nature of your idea. Additionally, you’ll be able to discover the latest art in your field of innovation. You’ll have a better idea of what your idea should be, and you’ll be better prepared for writing your patent application.
How to Search for Patents
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.
Write down a concise and precise description of the invention. Do not use generic terms such as “device”, “process,” or “system”. Think about synonyms for the terms you chose initially. Also, keep track of important technical terms and keywords.
To help you recognize terms and keywords, you can use the questions below.
- What is the purpose of the invention? Is it a utilitarian device or an ornamental design?
- Invention is a method to make something or carry out an action? Or is it a product or procedure?
- What is the nature and purpose of the invention? What is the physical composition of the invention?
- What’s the objective of the invention?
- 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.
4. The Patents Full-Text Database and the Image Database allow you to search for patent documents that have the CPC classification. By focusing on the abstracts and drawings that are representative you can narrow your search to the most relevant patent publications.
5. This selection of patent publications is the best to look at for any similarity with your invention. Take note of the claims and specifications. Refer to the applicant and patent examiner to obtain additional patents.
6. Search for patent applications that have been published using the CPC classification you chose in Step 3 in the Applications Full-Text and Image Database. It is also possible to use the same search strategy that you employed in Step 4 to narrow down your search results to only the most relevant patent applications by reviewing the abstracts and drawings on every page. After that, you must review every patent application that has been published with care with particular attention paid to the claims as well as other drawings.
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:
- Add keywords to your search. Keyword searches may turn up documents that are not well-categorized or have missed classifications during Step 2. For example, US patent examiners often supplement their classification searches with keyword searches. Think about the use of technical engineering terminology rather than everyday words.
- Search for foreign patents using the CPC classification. Then, re-run the search using international patent office search engines such as Espacenet, the European Patent Office’s worldwide patent publication database of over 130 million patent publications. Other national databases include:
- European Patent Office (EPO) provides esp@cenet to access a network of Europe’s patent databases with access to machine translation of European patents.
- Japan Patent Office (JPO) – with access to machine translations of Japanese patents.
- World Intellectual Property Organization (WIPO) offers PATENTSCOPE with a full-text search of published international patent applications and machine translations for some documents, as well as a list of international patent databases.
- Korean Intellectual Property Rights Information Service (KIPRIS)
- State Intellectual Property Office (SIPO) with machine translation of Chinese patents.
- Other International Intellectual Property Offices with online patent databases include Australia, Canada, Denmark, Finland, France, Germany, Great Britain, India, Israel, Netherlands, Norway, Sweden, Switzerland, and Taiwan.
- Search non-patent literature. Inventions can be made public in many non-patent publications. It is recommended that you search journals, books, websites, technical catalogs, conference proceedings, and other print and electronic publications.
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.