In one embodiment of the method, generating the output further comprises determining whether any combination of two or more tokens corresponds to a new token stored in a database, if a combination of two or more tokens corresponds to a new token stored in a database, then substituting the combination of tokens for the new token, and if the new token corresponds to a plurality of tokens in the database, replacing the new token with the plurality of tokens. In one embodiment, the method may be implemented as a customer service system. In one embodiment, the present invention comprises a method for a computer system to interpret an input from a user and generate a response, comprising receiving a user input, converting the user input into an input array having a plurality of concepts, determining if any of the plurality of concepts in the input array is derived from a root concept, if any of the plurality of concepts is derived from a root concept, replacing each such derived concept with the corresponding root concept, identifying one or more related concepts that relate to the root concept, and generating a multi-dimensional array based on the input array that includes the one or more related concepts, correlating a concept in the multi-dimensional array to a first element in a database, wherein the first element in the database includes a link to a second element in the database, determining a plurality of possible responses to the user input based on the correlation of the multi-dimensional array and the database, and generating a response to the user input. For example, if the user sets the VHMM algorithm to take 5 words into account, the algorithm will analyze a sequence of up to five words, if available, to determine which word to place before and after the sequence. An artificial intelligence system may be implemented in a computer environment which allows a user to navigate the various programs operable on a computer and perform functions on a computer without using a keyboard or mouse as input devices. The term was initially coined by John McCarthy, an American computer scientist, at a conference in 1956, who said that “AI is the science and engineering of making intelligent machines”. Various different tokens that have the same meaning, such as “cookie” and “cookies” may be assigned the same integer value. ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNOR:SPRING, LESLIE;REEL/FRAME:027186/0696, PAYMENT OF MAINTENANCE FEE, 8TH YEAR, LARGE ENTITY (ORIGINAL EVENT CODE: M1552); ENTITY STATUS OF PATENT OWNER: LARGE ENTITY, Artificial intelligence method and apparatus, Dynamically evolving cognitive architecture system based on third-party developers, System and method for natural language processing, Dynamically evolving cognitive architecture system based on training by third-party developers, Dynamically evolving cognitive architecture system based on a natural language intent interpreter, Distributed coordinated system and process which transforms data into useful information to help a user with resolving issues, Bayesian-centric autonomous robotic learning, Dynamically evolving cognitive architecture system based on prompting for additional user input, Transaction system with enhanced instruction recognition, Artificial intelligence assisted live agent chat system, Systems and methods for artificial intelligence script modification, Systems and methods of providing outcomes based on collective intelligence experience, Interface apparatus and method for providing interaction of a user with network entities, User intent and context based search results, Systems and methods for search query refinement, Machine learning system for computing asset access, Methods and systems for automatically configuring user authentication rules, Lightweight, highspeed and energy efficient asynchronous and file system-based ai processing interface framework, Telephone answering device with artificial intelligence, Dynamic translation of network management primitives to queries to a database, Speaker independent speech recognition method utilizing multiple training iterations, High quality concatenative reading system, Service request processing performed by artificial intelligence systems in conjunctiion with human intervention, Voice-interactive marketplace providing time and money saving benefits and real-time promotion publishing and feedback, Methods and apparatus for storing and processing natural language text data as a sequence of fixed length integers, Speech recognition assisted data entry system and method, Method and apparatus for robust efficient parsing, Natural language interface for searching database, Closed-loop command and response system for automatic communications between interacting computer systems over an audio communications channel, System and methods for document retrieval using natural language-based queries, System for the creation of database and structured information from verbal input, Voice network access provider system and method, Intelligent interactive voice response unit, Hypertext concept notation for dynamically constructing a sentence to respond to a user request, System, method and computer program for interactive voice recognition scheduler, reminder and messenger, System and method for expert system analysis using quiescent and parallel reasoning and set structured knowledge representation, Language independent voice-based search system, Method and system for searching a multi-lingual database, Conversation control system and conversation control method, Registration of solved cubes within a relational database management system, Error-tolerant natural language understanding system and method integrating with confidence measure, Device using handheld communication equipment to calculate and process natural language and method thereof, Dynamically evolving cognitive architecture system planning, VPA with integrated object recognition and facial expression recognition, Method of and system for inferring user intent in search input in a conversational interaction system, Support of context information during interactions between user and voice assistant, Reduce the demand to manual beginning/end point and triggering phrase, Mobile systems and methods of supporting natural language human-machine interactions. In one embodiment, the output is a first output and further comprising repeating all of the steps of the method to generate a second output and comparing the first output to the second output and selecting the first output or the second output based on which of the first output and the second output provides a better response to the user input. Another major drawback of existing automated customer service systems is that the customer often feels neglected and dissatisfied when forced to deal with the automated system instead of speaking to a live person if the automated system fails to meet their needs. The system would also be able to understand inquiries of a user and respond intelligently. The present invention is an artificial intelligence system. generating a set of tokens to form the response that more closely relates to the correlation; generating an output array to use in responding to the user input, wherein the output array is based on an analysis of a selection of predetermined output elements; and. In an embodiment of the invention wherein the invention is implemented on hardware that includes one or more speakers as output devices, the system may generate output to the user in the form of a human voice. Strategies To Make Best Use Of Patent Analytics: AI Patents: How research trends in Artificial Intelligence are like? Over 11,000 U.S. patent applications in AI-related areas have published in the last three years alone. If a spell is cast by a wizard on to a princess on the television show, the princess doll may be directed to remain dormant by the base station pursuant to updated information it obtained from the toy provider. The variables may be, for example, a result of input received by the system. For example, the concept may have a weight value based on how many hits appear for that concept in an Internet search engine and a separate weight value based on the number of relationships to other concepts the concept has. This means that US players will be facing tough competition, especially from their European counterparts. Upon becoming active, a base station may contact another base station through a network such as the Internet to update the stored database on the base station. Patents have a long history. In one embodiment, wherein generating a response comprises analyzing a plurality of possible responses for the response that more closely relates to the correlation than the other possible responses, and generating a set of tokens to form the response that more closely relates to the correlation. The present invention extracts concepts from text and/or speech and utilizes numeric representations of concepts and their relationships. In 2018, it fell to 1057 patents from 1175 in 2017. The method may further comprise determining if any two or more tokens in the input array comprise a composite token, and if so, replacing the two or more tokens with the composite token. By: Brice Turner . ARTIFICIAL INTELLIGENCE PATENTS GROWING EXPONENTIALLY. This concept has and will continue to evolve. The system will access an Internet search engine and perform a search for each concept in the concept database. After the input array has been constructed and weights have been assigned to the tokens in the input array, the system according to the present invention compares the multi-dimensional array to a number of conceptual token arrays, which may be stored in a database. This is the essence of technological progress, and realizing these changes happens through innovation." In one embodiment, the method may be implemented on a plurality of devices. Got Questions! The output pattern is typically stored in token format, but may be converted to token format if it is not already in token format. The system usually determines a “stop” signal if a word has a high probability of being the first word or the last word in a sentence, which signals that the system should not add any further words. Microsoft is investing a lot in the research of Artificial Intelligence. A method for a computer system to interpret an input from a user and generate a response, comprising: converting the user input into an input array having a plurality of concepts; correlating a concept in the multi-dimensional array to a first element in a database, wherein the first element in the database includes a link to a second element in the database; determining a plurality of possible responses to the user input based on the correlation of the multi-dimensional array and the database; generating a response to the user input, wherein generating a response comprises: analyzing a plurality of possible responses for the response that more closely relates to the correlation than the other possible responses, and. Google’s place on patent filings charts highlights the same commitment. In this embodiment, the system will produce an output without any additional input. Using this system, the user is able to obtain information and execute actions without ever having to remove hands from the controls of the automobile. In one embodiment, the method further comprises assigning each token a corresponding integer. In addition, longer phone calls mean that fewer phone lines are open for additional customers to call. The system may look at the other terms in the input or at other input arrays that were received, either recently or from the user currently utilizing the system, and compare them to statements stored in memory or an external source to determine which concept to use. The formula for calculating the number of linear arrays is as follows: (X. In one embodiment, the system may access a collection of sentences on a network, such as the New York Times web site on the Internet. England first started issuing patents in the early 17th century, and the United States granted its first patent in 1790, for … For example, the multi-dimensional array may be constructed having a number of linear arrays with the number of linear arrays determined by the number of tokens in the root token array and the number of tokens corresponding to each root token. After the input array has been constructed and weights have been assigned to the tokens in the input array, the system according to the present invention compares the multi-dimensional array to a number of conceptual token arrays, for example, generated as part of the system training, which may be stored in a database. One of the recent Watson based service is Watson Assistant, an AI-powered chatbot for businesses. The extraction of concepts allows expression in various patterns to be understood by the system. In one embodiment, each concept is bound to a number of other concepts and a user may edit or create bindings between concepts. These weights may be averaged to produce a single weight for a concept. In another embodiment, the output device comprises a telephone line, a data feed, a speaker, and/or a graphical display. 6, 2007, both of which are hereby incorporated by reference in their entirety. For example, if the word “dog” is received as input, the system locates the concept “dog” in the database, then stores the integer value of “dog” from the database into the input array as a representation of the word “dog.” The weight of the concept “dog” may be represented by a value such as a floating point value and may also be correlated to the integer representing “dog” and stored temporarily or permanently in the input array. The present invention is a major advancement over existing pseudo-artificial intelligence systems because the present system does not operate merely based on words or sentences. In one embodiment, if any one or more tokens are found to comprise a term of art or if one or more tokens are found to comprise a composite concept, they may be replaced in the input array by a token representing the corresponding term of art or composite concept. In one embodiment, the invention is a method for a computer system to interpret an input from a user and generate a response, comprising receiving the user input in a first format, converting the user input into a second format comprising a one-dimensional token array having at least one token, wherein each token corresponds to a portion of the user input, generating a root token array, corresponding to the one-dimensional token array, having at least one root token, wherein each root token corresponds to the root from which one of the one-dimensional tokens is derived, generating a multi-dimensional token array, based on the root token array, having a plurality of tokens, wherein each token corresponds to at least one root token, and correlating a token in the multi-dimensional token array to a first element in a database, wherein the first element in the database includes a link to a second element in the database, and generating a response to the user input. The patent gave John of Utynam a 20-year monopoly for a method of … The transaction may be the execution of a script, invocation of a web service, execution of an API call, and/or interacting with an external system. This value may be set by the user and represents the probability at which a word may be placed adjacent to another word or string. When a user enters a home, the fob may communicate with a base station located in the home which has been preprogrammed by the user to turn on the lights and the air conditioning when the user arrives. Because the present invention requires limited hardware to operate, it may be implemented inexpensively in portable devices, such as toys, cellular telephones, portable computers, and multimedia devices such as MP3 players. In another embodiment, the user is a computer or computer program. If one or more output patterns exist with the essential token, these output patterns are compared to the conceptual token array which represents the input array. Artificial Intelligence Cannot be an Inventor of Patents, Says USPTO (and the UKIPO and EPO) Artificial intelligence is a topic that is near and dear to this writer's heart, and something that has the potential to hugely impact the world of intellectual property law. This embodiment may be useful if the invention is in the form of an interactive speaking computer. Information may be shared between the base stations so that information gathered or learned by any base station is shared with all base stations in the system. Analysis of recent inputs and outputs may also be used to eliminate redundancies in output to the user. Therefore, companies are forced to rethink their business strategies with innovative AI applications. The weight value for each concept is then correlated with or assigned to a token in the input array for example, when the integer value for the token is assigned or thereafter. The conceptual token arrays that are analyzed may include both input and output conceptual token arrays. A number of methods of digital rights management as known in the art may also be used to prevent copying of the algorithms used to implement the present invention. Artificial intelligence has transformed all the sectors of various countries — ranging from the financial industry, healthcare, automobiles, travel and tourism, education as well as media. The system will generate a value based on the similarity between the conceptual token array and the output patterns. In another embodiment, the secondary devices may be computer environments. The game may allow the user to make choices for a game character by simply reciting instructions to the system. Many existing automated customer service systems are directed to reducing the amount of time that a live representative must spend handling customer concerns. The output string may be presented in a textual, audio, visual, or audiovisual format. The system may determine the weight of a concept based on the number of times the term appears in the external database or the amount of information contained in the external database concerning the concept. This ensures that it is grammatically correct. Before the output array is actually sent to the user, the output array may then be expanded into a multi-dimensional array based on the tokens contained in the linear output array in the same fashion as the input linear token array is expanded: related root tokens and tokens derived from the root tokens may be added to the array. Because the system utilizes numeric representations of concepts and their relationships, the system is language independent and may even function with a plurality of languages. A need exists for an artificial intelligence system that is able to interact with individuals intelligently and respond to the individuals with intelligent, responsive results. A weight will be assigned to each concept based on how many search results the search engine discovers for each concept. In this embodiment, the system will produce an output as described above without any additional input. Samsung is in the 4th position with 640 patents and the gap between the fourth player and the top three keeps on widening as we move up. The output may be generated at periodic intervals, such as every one minute that elapses without an input from the user. In an embodiment where a system according to the present invention functions on a cellular telephone, for example, the input device may comprise both a keypad and a microphone. In one embodiment, determining a match between the multi-dimensional token array and the one-dimensional token array comprises determining a best match from a plurality of possible matches. Some of these system provide the caller with an opportunity to chat with a representative. The USPTO is seeking information on artificial intelligence (AI) inventions. The values may be normalized for ease of comparison. 1 Your tech-company clients are most likely already developing AI solutions to particular problems and want patents that protect those solutions—and if they are not building AI now, they soon will be! For example, if a user defines “homework time” to be between 5 pm and 6 pm, the base station may automatically turn off all toys and televisions to encourage children to work on their homework. Patent. The present system would also be useful as an interactive toy. Such a system would allow hands-free interaction with various devices and appliances commonly used by such individuals at home, such as the telephone, television, oven, and microwave. The integer value of the concept “dog” and the corresponding weight of that concept may be stored within the input array or independently of the input array.