Big Data Becomes Personal: Knowledge into Meaning: Papers from the AAAI Spring Symposium Design of a Digital Esperanto and Care of the Weak by the Interface: The Use of Standard Theory, Information Extraction from Big Data Yoshimi WATANABE Kiiro Book Store 5-35-2 Kamikitazawa, Setagaya-ku, Tokyo, 156-0057 Japan kiiro123@hb.tp1.jp Abstract Big data It was devised editing keys that can be operated intuitively without going through the cumbersome character input . As Esperanto of digital that applies visual perception , I had a design that represents the way .Not the language tips natural interface , was based was extracted from the act or manner of human Editorial engineering .Another , of the proposal to consider the information in this underdog care interface , perform cited solve the structure of naturally [ Standard Method ] , a description of the natural interface further .The purpose of these developments is to support the business and learning personal to ensure human safety . Information for the weak , the technique serves as a guide to solve the social problem specific .The proposed embedding into the electronic medical record as an application item . It is also a tool for extracting the information of big data . One of the proposals to support from the Key interface tool perception of big data . Quantytative data INTERFACE Figure Language Common language Icon/Image/Symbol Quantytative Knowledge Keywords: Editorial engineering, cognitive science, pattern recognition, scale invariance, irradiation mapping structure, weak information care, standard theory Personal value China type (Start / Cheng / Rotating / End) Japanese type (Jo-ha-kyu-Jo-ha-kyu-Jo-ha--Jo-ha-Jo-hakyu=It’s means Jo-ordinal/ha-steep/kyu-broken ) After considering and re-integration. Introduction One way to enable big data is to devise an interface between a human.And cultural background, cognitive problem of interface is aggregated into a function and operation of the display. Therefore, Search without confirmation of the background, and the translation, the translation status of context that "properly wrong" has occurred. Basic human behavior, the basic emotions, some based on the method of cultural background, and several patterns. The basic items of the index, it is considered possible to pictogram design pattern recognition. And to analyze the type of culture, United States type (departure / adventure / feedback) I also, in interface design of these pictograms, I thought in mind MDF theory which moves while selfassigned the overall movement of human society. It depends on assumptions rather than what society is fixed, that is one that fluctuates. Were able to manipulate the structure of standard theory patterns that move shaken. By using captured by graphical representation of pattern them, inclusion of language also have a fluctuation, if grasped as a method, for he discovered the advantages of not destroying the structure significantly. Proposed a practical attempt of applying the interface Key this. 90 Despite the cost and time it takes to character learning, became a convenient mobile communications, this proposal is due to the fear that benefit or not than not reached the weak information. This proposal is information underdog Care by interface that applies the visual perception. The contents of the paper are derived from the believe that ethnomethodology is, of making the type of human culture. By applying frame theory, we consider the common culture of Puronomu, was hit in problem solving. By interface design specific, problem-solving approach is intended to be original of this paper. To perform a strict inferences about language , 1) 2 ) 3) All I need , but is a problem now 1) elements , 2 ) feature only : How about how to move and how to move the no attention has been paid . I used what you expressed the structure of all of the world 3) with respect attribute . First , I thought the place where this problem has occurred . Somewhere in the structure , it was noticed that there was not even a tool to point until now . It was designed in the absence or words to express , tools to point , since they indescribable . In addition , while you are examining the visual perception , it was noted that the two Neocognitron of recognition method brain is doing to nature , even if aware of the new information , can be recognized correctly by absorbing the impact of the misalignment . Methods Central problem is the weak care information. The issue of whether to recognize What captures the information point of view consideration. It is assumed that the information in the weak care, discrimination and education, guess the North-South problem is entangled. The information gap is the education gap when you think it decomposes, it is economic disparity that changed the form. Results Mr. Minsky has pointed out in the "Society of Mind:: 19 ideas and words", words in a language area is only a "sign of the idea." Going to follow the words of one, it is like comparing a fixed point not fixed, it can be used to point out the approximate, but can not be specific. It is considered to be one of the causes of mistranslation occurs when translating a word. So how do you do? It is believed that more than a fixed point not fixed, are discussed in the "reasoning in graphical models" that Mr. Bishop points out in "opportunity learning and pattern recognition" is valid. Basics of digital Esperanto The proposed by this discussion. In order to avoid Translation not determined only by fixed-point specific word, use the (undirected graph) moral graph of [how = Edit]. For example, a simple directed graph that represents the Element, function, attribute] and in words, but the [001] By making (undirected graphs) [002] moral graph corresponding to it, it is possible to carry out the strict reasoning. I will show this situation forms of reasoning in graphical models. On the other hand, the problem of what information that should be cognitive,use the Editorial engineering, it is said, "of elements, functions, attributes" he said. Just for information perception of current , so there is an item missing , was designed as a tool interface , you have added. About language Table of Contents 1 ) element = word 2) Function = " THE RECOVER UNIVERSE " 3 ) attributes = linguistic area This You have to add it to design a " [003] proposal of 13 Edit Key " 2) As for the function . 3) with respect attribute , was added by design as a " proposal of Standard Theory Key " dimension of the problem to which it belongs . For "Proposal of 13 Edit Key " , after about how to move things , we considered three English-speaking stage , Chinese characters of the four stages , the Japanese sphere of the 13 steps , and reintegration . I was on the basis of the Editorial engineering . Proposed by consideration similarity recognition of professional type theory , with or not than hit the category theory represented by the graphical model of pattern recognition " directed graph " and " undirected graph " . [ Figure of 003 birds ] Mr. CHOMSKY even though it has already been the reasoning of the approximation, I know in "THE GENERATIVE ENTERPRISE" later. [001] [002] For example, moral graph (undirected graph) is indicated as "How to leave as much as possible the conditional independence by minimizing the additional link" According to Mr. Bishop. 91 (For example, It is discussed in the Editorial engineering laws editing. If you say in the law, In the decisions of power, I have discussed the editing to avoid the directed graph decision vector is concentrated in one place. ) Editorial engineering, method of graphical model for Mr. Bishop points out, the exact reasoning, says the "exchange of Eddie Ting model" collectively. It is considered as an approximation of what the "thought and language", Mr. Minsky pointed out, "when you move the language, if you have purpose, even the arrival point, celebrate there," said this. "Opportunity learning and pattern recognition" We need in the case of like make a new creative act, to reproduce exactly, but is sufficient because "exchange as a way model" cultural differences of each region in everyday life, in advance it is only good if both recognize that there is an error. It is considered a culture which is why culture. And, as any, I discussed whether to correspond to the graphic model the state culture. First, Standard Theory "translational symmetry, rotational symmetry, Lorentz symmetry, gauge symmetry" and the "Features" Will be described on the basis of the theory of the location thereof. In the standard theory The translational symmetry, and ensure the integrity of the algorithm of the two-dimensional, Rotationally symmetric, then secure the integrity of the algorithm of the three-dimensional, The Lorentz symmetry, and ensure the integrity of the 4dimensional algorithm, The gauge symmetry, I will collateral of dimensions not human perception, integrity. Translation symmetry revolution symmetry Lorentz symmetry Gauge symmetry Minimum components of human beings are biologically is composed of atoms in physical, About the movement, circumstances that led to this idea is simply modeled in [THE RECURSIVE UNIVERSE] but, [THE RECURSIVE UNIVERSE] theory This is because I noticed in the theory with a focus on "motion proactive" and is "working nonproactive", "problem of dimension is the place" is hardly contained. Theory of [THE RECURSIVE UNIVERSE] are viewed, primarily, "such as what features generated by the combination of elements" and, but for the frame attribute, it is set a minimum. It "that move", it is possible to think in patterns and simple effect that "the position is changed", that of how to move the symmetry can be. Standard Model's presentation of state, but it has become the approximate representation of reality. sample 92 However, you can come here, by the communication advanced information, a variety of complex social appeared. It is considered big data to be utilized, the ability to understand this complex situation, the editing expression required. For example, it is considered that, than the description of the characters only, the method shown both music and video that information transmitted to the visual hearing is good (perception of character information mainly in modern times) information vulnerable groups, but based on the Standard Theory in, and by preparing the editing process to compensate for partial artificial, these pieces of information can be operated all at once as a pattern. Translation symmetry revolution symmetry Discussion:Tools for extracting meaningful personally of Big Data For example, the information vulnerable groups, those who exhibit both music and video for transmitting audiovisual information is easily transmitted than the description of the characters only. The first step in dealing with the information is retrieved, the support and the search is the categorization of the information group. See separate article of "higherorder torus Contents" for categorization of this information group. Lorentz symmetry Gauge symmetry [New search method / structure search] If example, the story "Straw Millionaire", the music label "Bolero" biological "turban snails", the basic structure is the same. Referring information has been made in any structure, you can prepare digital Esperanto for the search. Specifically, the structure "Straw Millionaire" and "Bolero", "turban snails" is the same for N = N +1. But N = N +1 can not search at this time. If it is new search method proposed in the information extracted from big data, it is considered to be a structure searchable. To be more specific, I can find an example that can be remixed by the folk song "big catch clause", J-POP "automatic" is, with a common structure called "Tetrachord of Radore," and so on. In this case, the structural, translational symmetry Key is the Search Key straddles category. logically, it is possible to find a structure maladaptation chemicals such as immunodeficiency. (For example, you can key in order to change the search criteria. It will be also possible to go chasing SymmetryKey in the molecular structure of biological macromolecules) By the way, is estimated by cell division or social model, 2 split of symmetry is a structural model that appears in the first, 11-dimensional model without contradiction in the end to be present. I thought it possible to approximate analysis "translational symmetry, rotational symmetry, Lorentz symmetry, gauge symmetry" in the symmetry of the Standard Theory. Also, the information other than the weak-care, there is a possibility of application in fields requiring medical icon display or the like, a complicated condition. Specifically, it can be contributed to by using the structure retrieved from the large amount of data, to find examples of mismatched transplantation. Further, In addition, The pattern of society A) Standard Theory Design of B) Chaotic Itinerancy It is expected that by the construction, and running. 93 grow understanding . I can be applied to the description of the time of informed consent . As a practical application, it is registered as a hot key to such as electronic medical records. I can be applied to structural representation of a macro in the world. For example, it is possible to be used for personal electronic medical record. I ensure the quick case search of less maladjustment. Also, for example, and the like to register such possibility was burning Twins, the left-right reversal of individual information. (Since these data is information that is very personal, it is preferable to progress along with the problem of security) On the other hand, to increase the server example of the use of public and Bureau of Statistics. Along with the commodity classification number, I can be mounted as a system, such as parity characteristics can be confirmed "or R, or S, not stable" the. It is when working with electronic medical record technology for the future of personalized medicine, such as "Pinpoint drag Delivery", an important command Key. Mandelbrot figure :from Wikipedia In other words, if you think the MDF the nature of big data, as opposed to being composed only of state consistency of standard theory, as shown in the Mandelbrot represented by the self-assigned number, corresponds to (the operation or self-assignment) self mention of society it is believed that the light of the B) is important. By deciphering the big data so, there is a possibility that some of the social issues that did not appear until now to resolve. Specifically, I can be predicted for data that much different degree deviate from A) the standard theory, the possibility that the design of the B) Chaotic Itinerancy is included is, there. For example, and the like that with respect to cases, to explore the probability is of natural causes, and probability are artificial. Logically, relative big data, we apply the mechanism of "regression potential baker's transformation", and identify the chaos. At the same time, it is more preferable to keep the data County uniform corpus, the characteristics of the shape form transform. And utilizing shown in a separate paper of "higher-order Contents torus" is desirable. The future, I considered useful to notation local features of learning pattern. For example, the frame memory neural neocognitron like, not a time series, and so forth. Design is to set the delete key and enter key to run "rotational symmetry, translational symmetry, Lorentz symmetry, gauge symmetry" the symmetry of the four standard theory. For example GaugeSymmetryKey is used to operation and representation of a distributed context. Translational symmetry, Rotational symmetry in quantum theory, such as circuit, I can be used to display operation of rotation Gate. By state recognition increases human dimensions , and an object thereof is to provide a new route to many problems . Further , if it is temporary and natural phenomena data pattern , the fact that the search range of applications can be extended biological phenomena . For example, And cause of thalidomide were against hands 1) parity ,And the like cases cause less 2 ) transplant maladaptive , of immunodeficiency . Legend of 3 ) phytotoxicity , can be expected in the case of accident as a natural phenomenon in " A) standard theory " , followed by the addition of medicine as a function artificial . In other words , the design of A) Standard Theory + B) Chaotic Itinerancy, it is considered that the analysis goes according , in local exchange variance matrix , and the cause of the accident investigation minority , accident prediction of the future is possible. By setting the official language of the interface this situation , editing and Conclusion:Esperanto digital design, FieldStudy Standard Theory is the word of a relatively new science. On the other hand, human perception recognizes also a state that is not substituted by theory, in particular, the race with the old culture, when it is incorporated culture it often. And without 94 going through the character, wisdom and architecture, it has entered into the pattern of the fabric. However, it is behave as because there is no language to the state recognized or not been recognized. For example, the knitting technique of the fabric, it is the pattern design. Below which was replaced by method of repetitions. It is for beginners entrance of the digital Esperanto. So, recognize as a pattern Esperanto in primary education. I set to around six years later, as can be recognized again in the physical education. That the development of communication, enters the era of Terabit community news application, the MDF to pattern analysis of a large amount, to predict what was lost in the poverty areas also, to find the technique with less solve problems, easier than before now. According to Editorial engineering, is happening now in the deep ecology rather than ecology, is the information culture of another to escape from the "only high-tech". Interface, this proposal attempts to education dissemination of information to the weak, will be the local culture that has been destroyed, and the patch tool of social issues. The information to be unevenly distributed in the local, due to the interference of the regression can be a minimum, this is a way of promoting activation. From where a minor, you can not help hope, that the blow a fragile occurs in a small device. The example of applying the BOP business MDF basis I will do the operation for the concept and the entire part. Suppose not, such as the square framework that society has been fixed, to look like the Mandelbrot diagram to continue the self-assignment always. For example, if you think the IPS cells, the information continues its evolution, you can assume that part owns the whole information. You can guess how to understand and think in the information unit, where the part-whole whether to position, to deal with it would be found. State of the world up to the Cold War era, was going in the center of the Mandelbrot Figure Over the informational. This is because the world was made by information conflict of two generations powers. But problems of poor countries, have occurred in the smallest part of the outermost of this figure. You will be considered as a pattern that was very similar to reduced cooperation from confrontation. References [IKEGAMI Takashi 2007] Simulating Active Perception and Mental Imagery with Embodied Chaotic Itinerancy, Journal of Consciousness Studies,14 ,No.7, 2007, pp.111-25 [Seigo MATUOKA 1996] Editorial Engineering, Asahi Shimbun [Marvin Minsky 1990] The Society of Mind ,Sangyou Tosyo Co., Ltd. [William Poundstone 1990] The Recursive Universe , Nippon Hyoron Sha Co., Ltd. [Tsutomu NAKADA 2006] Center for Integrated Human Brain Science,KINOKUNIYA COMPANY, LTD [Brian Greene 2001] The Elegant Universe: Superstrings, Hidden Dimensions, and the Quest for the Ultimate Theory , Soshisha Publishing Co., Ltd. [Hideharu TAKAHASHI, Yoshimi WATANABE 2013] CratylusーLogistics,Kiiro Book Store [C.M.Bishop 2009] Pattern Recognition and Machine Learning,Maruzen Company, Limited [Hara George 2009] Public interest capitalism,PHP Institute [OKA Mizuki IKEGAMI Takashi 2012] Science in the Era of Massive Data Flow : Synthesis and Analysis(<Special Issue>Synthesis and Analysis of Massive Data Flow) Journal of Japanese Society for Artificial Intelligence 27(4), 389-395, 2012-07-01 [Kunihiko FUKUSHIMA 1980] Neocognitron: A selforganizing neural network model for a mechanism of pattern recognition unaffected by shift in positionBiological Cybernetics}, vol. 36, no. 4, pp. 193-202 [Noam Chomsky 1982] THE GENERATIVE ENTERPRISE ,Japanese edition published 2003 by Iwanami Shoten However, it holds promise also likely to spread to the world in this small pattern, model of deep ecology, which resolve conflict, in harmony with nature becomes possible, it flows back. Part is because it hides the possibility that encloses the whole, the whole is gradually generated from the part. However, it can not be done without the tool, them. Device and communication equipment of a minimum is essential. In place of the old, huge capital investment construction is completed walked through, and a more granular support, BOP business is required. Communication technology has developed. After this, you will be considered to enter the era, including the method of micro-credit, the delicate correspondence. This proposal is the interface to make use of them. 95