WO2021156848A1

WO2021156848A1 - Algorithms for finding the best companion through artificial intelligence

Info

Publication number: WO2021156848A1
Application number: PCT/IB2021/052325
Authority: WO
Inventors: Siavash Ghorbani; Shervin FOROUZANMEHR
Original assignee: Siavash Ghorbani; Forouzanmehr Shervin
Priority date: 2021-03-19
Filing date: 2021-03-19
Publication date: 2021-08-12

Abstract

Intelligent social network that uses artificial intelligence technology to find the most accurate answers to questions such as? Who comes with me. In general, the platform has two parts. The first part includes finding and requesting a companion, companion or colleague with an artificial recommendation system based on artificial intelligence and deep learning techniques (Deep Learning) and the system using online learning techniques (Online Learning) and recorded feedback from updated users and increases its accuracy. The second part is the Psychological Intelligence Analysis Platform, which is analyzed based on cognitive science and shares the result, and the individual comments are analyzed using the natural language processing technique. Using the image processing engine, the user's psychological results, photos or videos shared by the user are analyzed.

Description

Algorithms for finding the best companion through with artificial intelligence

Intelligent social network that uses artificial intelligence technology to find the most accurate answers to questions such as? Who comes with me. In general, the platform has two parts. The first part includes finding and requesting a companion, companion or colleague with an artificial recommendation system based on artificial intelligence and deep learning techniques (Deep Learning) and the system using online learning techniques (Online Learning) and recorded feedback from updated users and increases its accuracy.

The second part is the Psychological Intelligence Analysis Platform, which is analyzed based on cognitive science and shares the result, and the individual comments are analyzed using the natural language processing technique. Using the image processing engine, the user's psychological results, photos or videos shared by the user are analyzed.

Physics (G) computing; calculating; counting (G06) electric digital data processing (G06F) arrangements for software engineering (G06F 8/00) and artificial intelligence, machine learning (G06N 20/00) and human necessities (A)

REWARD TRAVEL MANAGEMENT SOFTWARE AND METHODS

United States Patent Application 20110153374

There is disclosed reward travel management software. In an embodiment, reward travel management software includes airline search results by airfare, the airline search results by reward points/miles fare, and a recommendation between the airfare and the reward points/miles fare by a recommendation engine. In another embodiment, reward points/miles management software includes auto rental search results by cash/credit card cost, the auto rental search results by reward points/miles cost, and a recommendation between the cash/credit card cost and the reward points/miles cost by a recommendation engine. In one embodiment, reward points/miles management software comprising product or service search results by cash/credit card cost, the product or service search results by reward points/miles cost, and a recommendation between the cash/credit card cost and the reward points/miles cost by a recommendation engine. Other embodiments are also disclosed.

Virtual Companion

United States Patent Application 20140125678

The virtual companion described herein is able to respond realistically to tactile input, and through the use of a plurality of live human staff, is able to converse with true intelligence with whomever it interacts with. The exemplary application is to keep older adults company and improve mental health through companionship.

Automatic travel directions

United States Patent 9052200

In one aspect, a computer-implemented method for automatically providing travel directions to users of a geographic information system client may generally include receiving, by one or more computing devices, a search request from a user associated with a geographic location, identifying at least one reference travel route between a current location of the user and the geographic location, monitoring an actual travel route taken by the user without actively providing travel directions to the user as the user travels along the actual travel route, comparing the actual travel route to the at least one reference travel route using a background software routine implemented by the one or more computing devices and automatically initiating, when the actual travel route differs from the at least one reference travel route, a navigation software routine for actively providing the user travel directions to the geographic location.

SYSTEM, METHOD AND APPLICATION FOR LOCATING POTENTIAL TRAVEL COMPANIONS

United States Patent Application 20170004419

A system, method, and application user interface providing functionality for a user to locate potential travel companions. This application allows the user to be in contact with potential travel companions as soon as they log in. Users of the application are comprised of a community specifically looking to find a travel/event companion or relocate to another place with someone.

System and method for seat search comparison and selection based on physical characteristics of travelers

United States Patent 9633402

Disclosed herein are system, media, and method for flight searching, comparison, and selection based on physical characteristics of travelers and usable seat space comprising a database of seats with seat spaces, and an application comprising: a software module allowing a traveler to enter physical information and search criteria; a software module calculating a volumetric physical space of the traveler; a software module generating a list of seats based on the physical information and said search criteria, the list comprising: an optimal seat and competing seats, wherein one of the competing seats has a greater seat space while the other has less seat space that of the optimal seat; a software module allowing visual comparison the volumetric physical space to various seat spaces; a software module generating a travel avatar of the traveler; and a software module allowing visualization of three-dimensional movement of the travel avatar in a virtual seat.

VIRTUAL UNIVERSE AVATAR COMPANION

United States Patent Application 20100083139

Methods, devices, program products and systems are disclosed for providing a virtual universe companion avatar for engagement with a virtual universe user avatar. In some methods a user of a virtual universe instigates a companion request. Profile data associated with the user is accessed from a data storage in response to the companion request, the profile data including a companion preference. A companion avatar is configured to engage a user avatar representing the user in the virtual universe, the configuring a function of processing the profile data, the engaging configured to meet the companion preference and an overriding user benefit agenda. The companion avatar is thus associated with the user avatar, wherein the companion avatar is configured to engage the user avatar by advancing the overriding user benefit agenda ahead of a virtual universe world provider benefit agenda.

Group travel planning, optimization, synchronization and coordination software tool and processes for travel arrangements for transportation and lodging for multiple people from multiple geographic locations, domestic and global, to a single destination or series of destinations

United States Patent Application 20060206363

The present application is built around a software tool that optimizes group travel versus today's solutions. The present invention enables a user to search, optimize, synchronize, coordinate and book travel for Lodging and Transportation for multiple people from multiple locations around the country/globe to a single destination or series of destinations. The search and planning software tool allows one user to plan and query a group trip in one click which returns a summarized group trip itinerary along with each group members individual itinerary. The high level optimization engine can be used to select destinations, dates of travel, lodging, transportation modes representing air, bus, train, automotive travel and routes for each based on group member locations, “True Time of Travel” relative to value of time, and optimization preferences such as lowest total cost of the trip, “maximize the amount of time group members spend together at group budget”, or shortest total travel time. The synchronization engine works with data at the lower level of detail and optimizes individual itineraries subject to individual and group trip constraints such as “Each member must arrive within a two-hour window.” The coordination engine allows the trip for all members to be coordinated in one place with the ability to hold reservation, auto/systemic confirmation of each individual, book reservation, choose costing methods, negotiate changes, and communicate with trip members. This software tool reduces the time/stress involved in planning/coordinating group trips, reduce environment costs, reduce financial costs, and simplify the current coordination process.

Human Artificial Intelligence Machine

United States Patent Application 20080256008

A method of creating human artificial intelligence in machines and computer software is presented here, as well as methods to simulate human reasoning, thought and behavior. The present invention serves as a universal artificial intelligence program that will store, retrieve, analyze, assimilate, predict the future and modify information in a manner and fashion which is similar to human beings and which will provide users with a software application that will serve as the main intelligence of one or a multitude of computer based programs, software applications, machines or compilation of machinery.

Social network for travelers with layovers

United States Patent 8751509

A computer system that provides a social network for traveling people includes software that maintains a list of members and buddies of the members. Each member has at least one association to a unique person identifier. The software downloads schedule(s) from pre-determined schedule system(s). Each schedule has records with a person identifier, at least one date/time, and a location. The software searches the schedule(s) and extracts a subset of records in which the person identifier corresponds with the unique person identifier of any member and the software creates layover entries from the subset. The software searches the layover entries for overlapping layovers, determined by a first member having a layover that overlaps with a layover of a buddy member (e.g. having the same or similar location). For each overlapping layover, the software notifies either the member and/or the buddy who have the overlapping layover.

Artificial intelligence system for automatically generating custom travel documents

United States Patent 10673786

Artificial intelligence systems and methods are disclosed. In accordance with aspects of the present disclosure, an artificial intelligence system can automatically generate a travel document using a Chabot. In implementations, the artificial intelligence system performs operations including monitoring messaging sessions of users communicatively connected to the messaging system. The operations also include conversing with a user based on one or more keywords used in the messaging session by the user. The operations further include determining, by conversing with the user, that a destination of the user involves a travel document. Additionally, the operations include obtaining, by interviewing the user, information for a localized profile of the user corresponding to the destination, wherein the questions used during the interview are selected by the artificial intelligence system based on the localized profile. Moreover, the operations include generating the travel document using the localized profile and providing it to the user.

The present inventions are software or user interface related to travel guide and travel and talk with a robot, while my invention is an intelligent platform The present invention relates to an intelligent social network between users based on cognitive records already established in the Conceptual Knowledge Base, and analyzed by Artificial Intelligence and Deep Learning Techniques. Learning) and neural networks are formed. The purpose of designing this intelligent social network is to help users to create a relationship based on users' personality recognition in the shortest time and with the least error to participate, interact or attend a project, event or any group of more than one person can be used. The existing knowledge of each user in the current patent knowledge base is obtained from various methods in order to be able to provide appropriate intelligent suggestions to the user at the right time using the Recommendation System.

Social networking as one of the newest Internet services quickly became one of the most popular services in cyberspace. Social networking users spend a lot of time daily surfing social networks and viewing various content. The platform under construction has innovatively identified one of the most important travel and tourism circles and is confident with new and creative methods that will soon reform the traditional framework and classical system of tourism around the world. In addition to its important invention, this platform will improve many processes and hopes to transform travel from a luxury and expensive commodity to cheap and continuous migration, a sweet and frequent experience, and a prosperous and economic process all over the world. The present invention relates to an intelligent social network between users based on cognitive records already established in the Conceptual Knowledge Base, and analyzed by Artificial Intelligence and Deep Learning Techniques and neural networks are formed. The purpose of designing this intelligent social network is to help users to create a relationship based on users' personality recognition in the shortest time and with the least error to participate, interact or attend a project, event or any group of more than one person can be used. The existing knowledge of each user in the current patent knowledge base is obtained from various methods in order to be able to provide appropriate intelligent suggestions to the user at the appropriate time using the recommendation system.

Social networks as one of the newest Internet services quickly became one of the most popular services in cyberspace and has quickly gained attention. With the development of new technologies in the field of travel and tourism services, today, people can use their mobile smartphones without the need for unnecessary visits, while intelligently choosing their travel destinations, travel route, as well as transportation systems and methods. They also choose transportation and in the same technological context, in addition to buying tickets suitable for any of the methods of air, sea, land and rail transportation, they also book hotels and other accommodation centers. Accordingly, in the last decade, the production of applications that are online or sometimes offline, ticket sales for transportation systems, hotel reservations and other accommodation centers, information about tours and other services provided by travel agencies Offers or discounts that each of the sub-sectors of the tourism industry offers to customers, routing and providing guidance on choosing the best transportation routes or the most scenic areas in the destination or near domestic tourists and They are foreign, popular, and today, with the push of a few buttons on a smartphone or desktop, they get users to the end. Each of these applications has hundreds of similar examples that provide services to their users in a specific geography and possibly globally. Lubrication, acceleration and quality improvement of services have been and are a major part of the policies of technology architects and designers of related platforms and applications.

But does the decision to make a trip end solely in the choice of destination, the routes to reach it, the choice of transportation methods and the purchase of tickets or hotel reservations? It must be said that the current model still has many shortcomings that do not address all of today's human needs.

Although the development of travel is becoming more and more effective every day, and this luxury product is reaching a wider range of the world's population, but since its circulation is based solely on these services, it has not grown much and still it has a significant distance from its turning point. But now suppose that in addition to the possibilities listed in the previous lines, you have another important and exciting choice to start an interesting journey and start a memorable experience at the moment of decision. This time the possibility of choosing a companion! The present invention relates to an intelligent social network between users based on cognitive records already established in the Conceptual Knowledge Base, and analyzed by Artificial Intelligence and Deep Learning Techniques. Learning) and neural networks are formed. The purpose of designing this intelligent social network is to help users to create a relationship based on users' personality recognition in the shortest time and with the least error to participate, interact or attend a project, event or any group of more than one person can be used. The existing knowledge of each user in the current patent knowledge base is obtained from various methods in order to be able to provide appropriate intelligent suggestions to the user at the right time using the Recommendation System.

Solution of problem

The purpose of this invention is to provide a value-based and human-centered intelligence-based social network that can use artificial intelligence technology and deep learning techniques to predict the appropriate analytical infrastructure to predict recognize the personality of users, identify people who are homogeneous and correspond to common interests with each other and suggest appropriate activities to improve mood and improve the quality of human relationships and daily life, as well as information about the activities and suggestions of others.

In this method, the platform uses artificial intelligence technology (Artificial Intelligence) and by receiving basic information, performing psychological tests and monitoring behavior and content analysis from the beginning of the user's activities, create cognitive records of him and use it.

With this platform, from now on, the participation of more than one person at the same time of decision-making based on the previous knowledge available in the knowledge base, to gather homogeneous, corresponding and liked people. This participation can be attending an event (educational, cultural, recreational, etc.), a work project or just drinking coffee, be a training opponent for sports programs, bring a private coach with you and many other daily tasks, including shopping or use the services in all departments by selecting people who can either play a role or a specialist and guide.

In this platform, artificial intelligence is on the way to finding answers or answers that are as accurate as possible for questions such as;

Who Comes with Me? Or Who Works with Me? Or Who accompanies Me? We use.

How this smart platform works is that the questions that are asked to the user at the beginning of creating the profile, help the artificial intelligence to instantaneously / hourly / daily (depending on his choice) according to the coordinates of the point monitor and recognize his / her location in the registered geography as well as his / her interests (according to what he / she announces at the time of registration and also the results of the user's searches during the proposed and existing offers).

In addition, classification into thematic and specialized groups such as; Recreational trips / scientific trips / business trips / medical trips / historical trips / art trips / ... or attending sports events such as watching football / volleyball / etc. Or cultural events such as attending concerts / cinema / theater or ... or team building to implement joint projects and identify experts and ... or any other social activity that requires the presence of more than one homogeneous person, is done.

An important feature of this smart platform is that by constantly monitoring the user's mood, it offers activities tailored to his personality and interests at appropriate times, and these smart suggestions are provided by the Recommendation System in a timely manner. It is completed by calling and accepting suitable companions to perform that activity.

Another feature of this platform that can be implemented in the web and mobile platform, will be that it offers people to the user with whom he has specialized, professional, social, etc. similarities, and the user is selected informs about his / her activities or activities, and from this path, many suggestions for interaction, companionship, companionship and even cooperation are extracted.

So in general, the platform has two parts. Which uses the Micro Service architecture and is available as Software as a service (SaaS), website, App, etc. The first part includes finding and requesting a companion, companion or partner with an intelligent recommendation system based on Artificial Intelligence and Deep Learning Techniques. In this section, the person registers a request according to his / her interests, and according to the person scoring the parameters, the smart search engine offers a list of selected people. In this way, all requests are read and all profiles and psychological tests of each user are selected according to personal criteria to select the best companion for the person, as well as intelligent scoring of users according to selected criteria and according to history of user activity and the system suggests a person or persons to the user based on the best score, and if a person is not found, the person in the system waits for a warning to find a new person, and after finding a new person, if desired, both people talk to each other after confirmation. They will interact and coordinate, and the system will ask the user for feedback on the person found, and based on that, the system will be updated and increase its accuracy by using online learning techniques.

The second part is the Psychological Intelligence Analysis Platform, which is based on cognitive science based on a person's comments analyzed by the natural language processing technique, user psychology results, photos or videos shared from The user who is analyzed by the image processing engine, likes or decreases his activities by artificial intelligence technology (Artificial Intelligence) and deep learning techniques (Deep Learning) is analyzed and the person's favorite characters detects and analyzes all user modes and shares results for use on other systems such as part one.

Advantage effects of invention

Each person can sign up and becomes a member at WhoComesWithMe (Algorithms for finding the best companion through with artificial intelligence) social network

Each member has a profile

Each member has a public page at Who Comes with Me network

Each member can interact with other Who Comes with Me members

Each member can share own preferences with others

Each member also can set an alarm for some specific destinations

Each member also can set an alarm for some specific member’s travel

Each member also can set an alarm for some specific events

Each member also can set an alarm for some specific travel category

Each member also can set an alarm for some specific location

Each member also can set an alarm for some specific time

Each member can set travels at Who Comes with Me

Each member based on an AI Search Engine can see a list of members who are eligible for being her/his fellow traveler

Who Comes with Me’s AI Search Engine recommended the best fellow travelers for each travel

Each member must send an invitation for invited person

Who Comes with Me’s external APIs or Bots arrange other steps of travels like routing, shipment etc… (shared payment)

Who Comes with Me has many features like other social networks on web and mobile applications

Each travel can be accessible by who are interested on following that by creating a live video, take a pic or writing a note for that location

: intelligent fellow traveler finder AL system

: intelligent psychology analyst system

: The first part includes finding and requesting a companion, companion or colleague with an intelligent recommendation system based on Artificial Intelligence and deep learning techniques. In this part, the person requests according to his / her interests. Registers and according to the person scoring the parameters, the smart search engine suggests a list of selected people.

: The second part is the Psychological Intelligence Analysis Platform, which is based on cognitive science based on a person's comments analyzed by the natural language processing technique, user psychology results, photos or videos shared from The user who is analyzed by the image processing engine, likes or decreases his activities by artificial intelligence technology (Artificial Intelligence) and deep learning techniques (Deep Learning) are analyzed and the person's favorite characters Detects and analyzes all user modes and shares results for use on other systems such as part one.

Examples

Our main patent claims can be defined based on AI search engine. This AI Search Engine must be very accurate to suggest the best fellow traveler and members can increase their own rank position on it.

Another use of AI at Who Comes with Me can be related to analysis data at this social network for example producing automatic tips and tourist attraction rank for traveling to a specific destination.

Last one can be defined based on travel security for example by pressing off bottom for 3 times.

With this method and for the first time in the world and in contrast to other every day and widely used platforms that while eliminating the need for users from many bureaucratic and time consuming relationships in the end alone and isolation of people, based on the development of human relations in Homogeneous, balanced, thoughtful, and cohesive groups expose modern, lonely human beings to associate, sit, collaborate, accompany, and travel with people they like.

With this method, and for the first time in the world, the platform, based on the observation of the user's activities and searches, recognizes his moods and moods, and in accordance with his choices and interests, and perhaps to get to know the user better, a set of suggestions. The platform, such as participating in a program of walking, drinking coffee, exercising, going to the cinema, or going on a trip and learning about a tour program that may be in line with his or her interests, suggestions may be made or participated in, suggests to the user.

With this method and for the first time in the world, the created platform is suitable for national or international occasions as well as personal issues and relationships, such as date of birth, date of marriage, Valentine's Day, etc. offer special activities or Offers participation in the activities of others to its users.

With this method, and for the first time in the world, a huge economy and various jobs are formed in the light of especially human attractions, and individuals and groups of people rediscover and identify with each other.

With this method and for the first time in the world, prominent professors, specialists, political, social, scientific, cultural and artistic figures, etc. will have more opportunities to appear and emerge. In such a way that, based on the invitation and centrality of each of them, a large crowd will circle around them and numerous trips and voluminous events will be formed in specialized, scientific, social and thematic groups.

With this method and using artificial intelligence, for the first time in the world, it is possible to find answers or answers that are accurate and more accurate to questions such as;

Who Comes with Me?

Who Works with Me?

Who accompanies Me?

Is provided so that users can see the results in the areas;

A: Travel and tourism (to choose a companion)

B: Attending all social and public events (to choose companion and fan)

C: Use team building and staff selection (to select a colleague).

Claims

Intelligent social network (intelligence based social network) is a value-creating and human-centered that using artificial intelligence technology (Artificial Intelligence) participations of more than one person at the same time decision-making based on previous knowledge in the knowledge base, homogeneous people and Choose your favorite.
According to claim 1, in this platform, artificial intelligence is on the way to finding answers or answers that are as accurate as possible for questions such as? Who comes with me or Who Works with Me? or Who accompanies Me? we use.
According to claim 2, the platform generally has two parts that use the Micro Service architecture and is available as Software as a service (SaaS), website, App, etc.
According to claim 3, the first part consists of finding and requesting a companion, companion or collaborator with an intelligent recommendation system based on Artificial Intelligence and deep learning techniques, and the system uses updated online learning techniques and recorded user feedback and increases its accuracy.
According to Claim 4, this intelligent platform, by constantly monitoring the user's mental state, offers activities tailored to his personality and interests at appropriate times, and these intelligent suggestions are provided by the Recommendation System and it is completed on time by calling and accepting suitable companions to perform that activity.
According to claim 3, the second part is the intelligent psychological analysis platform, which is analyzed based on cognitive science and shares the result.
According to claim 6, a person's comments are analyzed using natural language processing technique.
According to claim 7, using the image processing engine, the user's psychological results, photos or videos shared by the user are analyzed.
According to claim 8, using artificial intelligence technology (Artificial Intelligence) and deep learning techniques (Deep Learning) the like or increase and decrease of user activities are analyzed and the person's favorite characters are identified and all user modes are analyzed and the results are shared for use in other systems as in the first section.