KR20180039332A - Apparatus, system for evaluating a technology using multisource index and method thereof - Google Patents

Abstract

The present invention relates to an apparatus for evaluating technology using a multisource index, a system thereof and an evaluation method thereof for weighting a multisource index to evaluate evaluation target technology and analyzing a timing index to evaluate an appropriate period of technical commercialization for evaluation target technology to derive a career path of technical commercialization for evaluation target technology. The apparatus, the system, and the method can derive more accurate career information of technical commercialization for evaluation target technology by weighting a multisource index based on time required for technical commercialization as a classified product of an evaluation target technology and analyzing a timing index based on patent application trend and market exposure trend of a technical field to which the evaluation target technology belongs.

Description

TECHNICAL FIELD [0001] The present invention relates to a technology evaluation apparatus, a system, and a method for evaluating the same,

TECHNICAL FIELD The present invention relates to a technology evaluation apparatus, system, and evaluation method using the multifaceted indicator, and more particularly, to a technology evaluation apparatus and system and a method of evaluating the same. More particularly, And analyzes the timing index for evaluation to derive the career information of the technical commercialization of the evaluation target technology.

Recently, creation of new industries and revitalization of industries through technology transfer centering on patent technology are emerging as important policy tasks. Technology transfer is an effective strategic alternative for securing technology in that it can reduce the time and investment uncertainty required for research and development. This will be achieved through securing the competitive advantage of individual companies through securing the company, motivating companies to invest in research and development, preventing overlapping investment in the same technology development, forming an effective industrial structure with proper division of labor centered on core competencies, And venture activation.

In order to facilitate the technology transfer, it is necessary to appropriately evaluate the technical value and marketability of the patent technology, which is the target of the technology transfer. However, it takes a lot of time and effort to evaluate the technology value, It is not easy to secure the standard. Therefore, there is a growing demand for standard evaluation techniques for patent technology from the scientific and technical fields, industry, and financial institutions.

Although the technology valuation of technology differs from valuation model to valuation model, it is generally based on the expected return generated by technology and the expected return can be calculated from the data entered by the valuation entity, Based on the input data.

Therefore, in order for the evaluator to input data based on more accurate prediction and estimation, it is necessary to know a lot of relevant information that can be more objective, reasonable and reliable. However, ordinary evaluators only know limited information, The system also did not provide relevant information separately, and the evaluator had time / space limitations to retrieve the desired information by searching the books, materials, or the Internet individually in order to obtain relevant information during evaluation.

In addition, since the conventional technology evaluation system requires only the judgment of a competent evaluator, it takes a lot of time and money to receive the technical value evaluation, and the technical value is mechanically calculated only by the limited evaluator and the predetermined calculation method. It was practically difficult to obtain the required technical value.

In addition, the conventional technology evaluation system has difficulty in appropriately reflecting change factors due to the development of industry and technology and changes in the technical environment, and it has been difficult to obtain valuation results of valuable technical values reflecting many opinions.

In addition, the conventional technology evaluation system only evaluates the technical value of the technology to be evaluated, but fails to provide career information on utilization of the evaluation target technology as a future value for technical commercialization of the evaluation target technology.

Korean Patent Laid-Open No. 10-2015-0144734 entitled " Technology valuation system and evaluation server " Korean Patent No. 10-0602791 (Title of the Invention: Patent Technology Evaluation Method and Patent Technology Evaluation System in Creating Technology Road Map) Korean Patent No. 10-1199526 entitled " Technical Information Evaluation System and Evaluation Method "

According to the present invention, a multidimensional index is weighted based on a period of time required for technical commercialization as a classified product of the evaluation target technology, and a timing index is calculated based on patent application trends and market exposure trends in a technology field to which the evaluation target technology belongs , And to provide a technology evaluation device, system and evaluation method using multi-dimension indicators that can derive career information of technology commercialization for more accurate evaluation target technology.

Further, the present invention provides objective career information on the collected analysis results by evaluating the evaluation target technology in various aspects, so that a user utilizing the evaluation target technology can easily and quickly select and utilize high-quality technical information And to provide a technology evaluation apparatus and system using the indicators and an evaluation method therefor.

In addition, the present invention can be applied to a multilevel index that can increase the accuracy of a technology value that can be actually required in the market by deriving career information of technical commercialization considering both the patent application trend and the market exposure trend in the technical field to which the evaluation target technology belongs And a method for evaluating the same.

In addition, the present invention is a multi-faceted indicator capable of quickly evaluating the value of a technology while enhancing the reliability of the result by supporting the related information estimated and predicted in the technical value evaluation from the outside in order to derive the career information of the technical commercialization And a method for evaluating the same.

 The technology evaluation apparatus utilizing the multi-aspect index according to the embodiment of the present invention includes a keyword selection unit for selecting a final keyword based on the cohesion power of the generated candidate keyword by extracting a single key word from the evaluation target technology, A product classifying unit for classifying, based on the keyword analysis derived from the selected final keyword, the products to which the evaluation target technology can be applied, according to product codes; a time period required for technical commercialization as the classified target product A weight calculation section for giving a weight to a multifaceted indicator for evaluating the evaluation target technology based on the trend of the patent application in the technical field to which the evaluation target technology belongs and the market exposure trend of the classified product, Analyzing the timing indicators for evaluating the appropriate timing of technical commercialization of target technology If the timing indicator analyzing unit and the weighted on the basis of the timing indicator and the analyzed surface includes parts of course derived to derive the course of information technology commercialization for the evaluation technique.

The keyword selector may include a word extracting module for extracting the single main word from the evaluation target description, a candidate keyword generating module for generating the candidate keyword through combination of the main words, a first word and a second word among the individual words belonging to the candidate keyword, A cohesion score calculation module for calculating a cohesion score between the second words, and a final keyword selection module for selecting a final keyword based on the cohesion.

The cohesion force may be calculated based on the number of times the first word and the second word appear within a predetermined range, and the closer the distance between the first word and the second word is, the higher the cohesion can be calculated.

The final keyword may be calculated by normalizing the cohesion power score, adding weights, and summing.

The product classifying unit may classify the product to which the evaluation target technology is applicable based on the keyword analysis that indicates the relationship between the keyword and the final keyword received and input.

The weight calculation unit may assign a weight to the multifaceted indicator including the multifaceted evaluation items that are predetermined for evaluating the evaluation target technology based on the time required for the technical commercialization and classified by category.

The multifaceted indicator may be classified into categories by the IP activity of a plurality of patent applications in the technical field to which the evaluation target technology belongs, and the IP activity may be classified into the multifaceted indicator in the technical field to which the evaluation target technology belongs May be the transfer frequency information for the plurality of patent applications.

The timing index analyzer sets the time point at which the patent application increase rate of the patent application trend is maximum to the technology development completion time point for the evaluation target technology and sets the time point at which the rate of increase in the market exposure trend at the time of completion of the technology development is the maximum The timing index can be analyzed by deriving the appropriate timing for the technical commercialization.

The timing index analyzer may classify the appropriate timing for technical commercialization into a multilevel class and analyze the timing index in correspondence with the classified multilevel class.

Wherein the career derivation unit is configured to use the license for the evaluation target technology, the usage of the profit activity by the exercise of the intellectual property rights, the start-up based on the evaluation target technology, the profit as the standard patent Activity utilization, and utilization as research and development (R & D).

A method of evaluating a technology to be evaluated in a technology evaluation apparatus utilizing a multi-aspect index according to an embodiment of the present invention includes the steps of: extracting a single main word from an evaluation target technology to generate a candidate keyword; Classifying the product to which the evaluation target technology is applicable based on the keyword analysis derived from the selected final keyword by product code, assigning a weight to the multi-aspect index for evaluating the evaluation target technology Analyzing a timing index for evaluating an appropriate timing for technical commercialization of the evaluation target technology; and analyzing a timing index for evaluating the timing of technical commercialization of the technology to be evaluated based on the weighted multiple index and the analyzed timing index .

The step of assigning the weight and analyzing the timing index is preliminarily set for evaluating the evaluation target technology based on a period of time required for technical commercialization of the evaluation target technology into the classified product, The multi-faceted index including the multi-faceted evaluation item may be weighted.

The step of assigning the weights and analyzing the timing index may include inputting patent application trends of the technical field to which the evaluation target technology belongs and market exposure trends of the classified products, The timing indicator for evaluating the timing can be analyzed.

Wherein the step of analyzing the timing index comprises setting the time point at which the patent application increase rate of the patent application trend is maximum to the technology development completion time point of the evaluation target technology, It is possible to compare the timing when the rate of increase of the exposure trend is the maximum and to derive the appropriate timing for the technical commercialization and to analyze the timing index.

The step of assigning the weights and analyzing the timing index may divide the appropriate period of the technical commercialization into a multilevel class and analyze the timing index in correspondence with the classified multilevel class.

Wherein the step of deriving the career information of the technical commercialization for the evaluation target technology comprises the steps of: utilizing the license for the evaluation target technology based on the weighted index and the analyzed timing index; At least one of the following can be derived: the start-up based on the evaluation target technology, the use of the imported activity as a standard patent, and the utilization as research and development (R & D).

According to an embodiment of the present invention, a technology evaluation device, system, and evaluation method using the multi-faceted indicator is configured to assign a weight to a multi-faceted indicator based on a period of time required for technical commercialization as a classified product of the evaluation target technology, By analyzing the timing index based on the patent application trend and the market exposure trend in the technical field to which the evaluation target technology belongs, it is possible to derive the career information of the technical commercialization of the evaluation target technology more accurately.

Further, according to the embodiment of the present invention, by providing the objective career information on the collected analysis results by evaluating the evaluation target technology at various angles, the user utilizing the evaluation target technology can easily and quickly select high-quality technical information .

In addition, according to the embodiment of the present invention, by deriving the career information of the technical commercialization in consideration of the patent application trend and the market exposure trend in the technical field to which the evaluation target technology belongs, .

According to the embodiment of the present invention, in order to derive the career information of the technical commercialization for the technology to be evaluated, the related information estimated and predicted in the technical value evaluation is supported from the outside, Can be evaluated.

FIG. 1 is a block diagram for explaining a configuration of a technology evaluation apparatus utilizing a multi-faceted indicator according to an embodiment of the present invention.
2 is a block diagram for explaining a configuration of a keyword selection unit of a technology evaluation apparatus utilizing a multi-plane index according to an embodiment of the present invention.
FIG. 3 is a view for explaining a configuration of a technology evaluation system utilizing a multi-faceted indicator according to another embodiment of the present invention.
FIG. 4 is a block diagram showing a technology evaluation apparatus utilizing a multi-faceted indicator according to an embodiment of the present invention.
FIG. 5 illustrates an example of deriving career information of a technology commercialization for a technology to be evaluated using a technology evaluation apparatus that utilizes a multi-faceted indicator according to an embodiment of the present invention.
FIGS. 6A and 6B illustrate exemplary screens in which a form is executed using a technology evaluation apparatus utilizing a multi-faceted indicator according to an embodiment of the present invention.
FIG. 7 is a flowchart of a technology evaluation method using a multi-faceted indicator according to an embodiment of the present invention.
FIGS. 8A and 8B are flowcharts illustrating steps of assigning weights and analyzing a timing index among technology evaluation methods using a multi-page index according to an embodiment of the present invention.

Hereinafter, embodiments of the present invention will be described in detail with reference to the accompanying drawings and accompanying drawings, but the present invention is not limited to or limited by the embodiments.

The terminology used herein is for the purpose of illustrating embodiments and is not intended to be limiting of the present invention. In the present specification, the singular form includes plural forms unless otherwise specified in the specification. It is noted that the terms "comprises" and / or "comprising" used in the specification are intended to be inclusive in a manner similar to the components, steps, operations, and / Or additions.

As used herein, the terms "embodiment," "example," "side," "example," and the like should be construed as advantageous or advantageous over any other aspect or design It does not.

Also, the term 'or' implies an inclusive or 'inclusive' rather than an exclusive or 'exclusive'. That is, unless expressly stated otherwise or clear from the context, the expression 'x uses a or b' means any of the natural inclusive permutations.

Also, the phrase "a" or "an ", as used in the specification and claims, unless the context clearly dictates otherwise, or to the singular form, .

Furthermore, the terms first, second, etc. used in the specification and claims may be used to describe various elements, but the elements should not be limited by the terms. The terms are used only for the purpose of distinguishing one component from another.

Unless defined otherwise, all terms (including technical and scientific terms) used herein may be used in a sense commonly understood by one of ordinary skill in the art to which this invention belongs. Also, commonly used predefined terms are not ideally or excessively interpreted unless explicitly defined otherwise.

In the following description of the present invention, a detailed description of known functions and configurations incorporated herein will be omitted when it may make the subject matter of the present invention rather unclear. The terminology used herein is a term used for appropriately expressing an embodiment of the present invention, which may vary depending on the user, the intent of the operator, or the practice of the field to which the present invention belongs. Therefore, the definitions of these terms should be based on the contents throughout this specification.

FIG. 1 is a block diagram for explaining a configuration of a technology evaluation apparatus utilizing a multi-faceted indicator according to an embodiment of the present invention.

Referring to FIG. 1, a technology evaluation apparatus 100 that utilizes a multifarious indicator according to an embodiment of the present invention classifies products by selecting final keywords from the evaluation target technology 10, And the timing index for evaluating the appropriate timing of technology commercialization, and derives the career information of the technical commercialization of the evaluation target technology.

For this, a technology evaluation apparatus 100 using a multi-surface index according to an embodiment of the present invention includes a keyword selector 110, a product classifier 120, a weight calculator 130, a timing index analyzer 140, And a career derivation unit 150.

The keyword selection unit 110 generates a candidate keyword by extracting a single key word from the evaluation target description 10 and selects the final keyword based on the cohesion power of the generated candidate keyword.

Hereinafter, the configuration of the keyword selection unit 110 of the technology evaluation apparatus 100 using the multi-plane index according to the embodiment of the present invention will be described in detail with reference to FIG.

2 is a block diagram for explaining a configuration of a keyword selection unit of a technology evaluation apparatus utilizing a multi-plane index according to an embodiment of the present invention.

Referring to FIG. 2, the keyword selection unit 110 of the technology evaluation apparatus 100 that utilizes the multifarious indicator according to the embodiment of the present invention selects the final keyword from the evaluation target technology 10.

The keyword selection unit 110 of the technology evaluation apparatus 100 using the multifaceted index according to the embodiment of the present invention includes a word extraction module 111, a candidate keyword generation module 112, a cohesion score calculation module 113 ), And a final keyword selection module 114.

The word extraction module 111 can extract a single main word from the evaluation target description 10. The single main word has a word form that is not a phrase type, and is a word having a high importance in the evaluation target description (10), and can be extracted based on the appearance frequency. For example, the word extracting module 111 can extract only pure words by eliminating abbreviations such as punctuation marks, searches, etc. through a preprocessing process.

The candidate keyword generation module 112 may generate a candidate keyword by combining key words. For example, the number of words to be combined can be adjusted through user setting, a candidate keyword can be extracted through a combination of two words, and a candidate keyword combining three or more words can be generated.

The cohesion score calculation module 113 may calculate the cohesion score between the first word and the second word among individual words belonging to the candidate keyword. In general, cohesion is defined as the number of co-occurrences of two words in the same sentence. According to embodiments of the present invention, various modifications can be applied to the cohesion.

For example, when the word pw _x and the word pw _y belong to the candidate keyword and the cohesion power of the two words is calculated, the cohesion force score calculation module 113 can calculate the cohesion power by the number of times the two words appear simultaneously .

The cohesion force may be calculated based on the number of strokes in which the first word and the second word appear within a predetermined range, and may be calculated to have a higher cohesive force as the distance between the first word and the second word becomes closer.

Depending on the embodiment, the cohesion score calculation module 113 may select any two of the individual words belonging to the candidate keyword. If there are a plurality of words belonging to the candidate keyword, two or more words may be selected. The selected word is used to calculate cohesion score. After that, the cohesion score calculation module 113 selects another candidate keyword and repeats the same operation so that scores for all the generated candidate keywords can be calculated.

After this, the cohesion score calculation module 113 can calculate the distance between the two selected words. The distance can be calculated based on the number of words interleaved between two words.

Accordingly, the cohesion force score calculation module 113 can calculate the appearance frequency in which the distance between the two words selected in the evaluation target technique 10 is less than the predetermined range. Here, the preset range is a value defined by the user setting, and if the two words are within a predetermined range, they can be seen to appear at the same time. For example, the predetermined range may mean a sentence of the evaluation target description 10. In particular, the cohesion force score calculation module 113 can calculate the cohesion force as the two words between pw and pw _j are closer to each other. This can be calculated from the following [Equation 1].

[Equation 1]

Here, co _d represents a simultaneous appearance score in the evaluation technique 10, pw _x represents a primitive word x belonging to a candidate keyword, pw _{x, i} represents an i-th root word, and pos (·) Denotes the location of the root word in the evaluation target description (10), and ws denotes the size of the range.

After calculating the evaluation target technique 10, the cohesion score calculation module 113 can calculate the appearance frequency in which the distance between the selected two words is less than the predetermined range, as in the calculation for the evaluation target technique 10 have.

The final keyword selection module 114 may select the final keyword based on cohesion. The final keyword may be calculated by summing the weights after normalizing the cohesion score. For example, the final keyword selection module 114 receives the cohesion score for the candidate keywords from the cohesion score calculation module 113, normalizes the cohesion score, and weights the weighted scores. The weight may be weighted in the order of highest cohesion score for the candidate keywords.

The cohesion score calculation module 113 and the final keyword selection module 114 may calculate a final score for all candidate keywords by repeating the cohesion score and the final score calculation process for a plurality of candidate keywords.

Then, the final keyword selection module 114 can select m top candidate keywords (m can be changed by user setting) having the highest score as the final keyword of the evaluation target description 10. [

Referring again to FIG. 1, the product classification unit 120 of the technology evaluation apparatus 100 utilizing the multifaceted index according to the embodiment of the present invention applies the evaluation target technology based on the keyword analysis derived from the selected final keyword Classify possible products by product code.

The product classifying unit 120 may classify the product to which the evaluation target technology 10 is applicable based on the keyword analysis that indicates the relationship between the keyword and the final keyword received and input.

For example, the product classifying unit 120 may classify the products to which the evaluation target technology 10 is applicable by product code, using keyword-related data received from an external server through keyword analysis.

Here, the external server may be at least one of a technology, a patent information providing server, and a market information providing server, for example, a server provided by KISTI (Korea Institute of Science and Technology Information).

According to an embodiment, the technology and patent information providing server may include a technology and patent information database, and the market information providing server may include a market information database.

The external server may also include a technology valuation form database, a technology and patent database, a market size prediction database, a cost structure information database for each industry / technology, and a technology valuation result database.

In addition, the keyword-related data may be data of at least one of the databases included in the external server, as described above.

From this, the product classifying unit 120 classifies the most recent market trend, technology trend, and patent trend of the technical field of the evaluation target technology 10 based on the final keyword selected from the evaluation target technology 10 and keyword related data The product to which the evaluation target technology 10 can be applied can be classified according to the product code.

Here, the product code may be a code assigned to each of a plurality of products, and may be given to classify the product more clearly.

The weight calculation unit 130 assigns weights to the multilevel indicators for evaluating the evaluation target technology on the basis of the period of time required for technical commercialization as the classified product of the evaluation target technology.

The weight calculation unit 130 may assign weights to the multi-aspect indicators including the multi-aspect evaluation items that are pre-set for evaluating the evaluation target technology 10 based on the period of time required for the technical commercialization .

Here, the multifaceted index may be a multifaceted evaluation item divided into categories from IP activities of a plurality of patent applications in the technical field to which the evaluation target technology 10 belongs. The IP activity may be transfer frequency information about a plurality of patent applications in the technical field to which the evaluation target technology 10 belongs.

For example, the multifaceted indicator may include at least one of an inventor's index, a common index, a license incentive selection index, a start-up / M & A incentive selection index, a dispute incentive selection index, and a standard incentive selection index And the multi-aspect index includes a plurality of evaluation items according to each index, and the evaluation score (weight value) may be limited for each of the plurality of evaluation items.

Accordingly, the weight calculation unit 130 selects a part of the plurality of evaluation items from the multifaceted index based on the period of time required for technical commercialization as the classified product of the evaluation target technology 10, A weight according to the evaluation score can be given.

The timing index analyzing unit 140 analyzes a timing index for evaluating the appropriate period of technical commercialization of the evaluation target technology by inputting the patent application trend of the technical field to which the evaluation target technology belongs and the market exposure trend of the classified product.

The timing index analyzing unit 140 sets the time point at which the patent application increase rate of the patent application trend is maximum to the time point at which the technology development for the evaluation target technology 10 is completed and the rate of increase in the market exposure trend at the time of completion of the technology development is the maximum The timing index can be analyzed by deriving the appropriate timing for technical commercialization by comparing the time points.

In addition, the timing index analyzing unit 140 can classify the appropriate timing of the technical commercialization into a multi-level rating and analyze the timing index corresponding to the classified multi-level rating.

For example, the timing index analyzing unit 140 defines the point of time when the patent application growth rate of the patent application trend is slowed down as the completion time of the technology development, Timing indicators can be analyzed.

According to the embodiment, the timing index analyzing unit 140 refers to the time point when the technology development for the evaluation target technology 10 is completed when the slowing point of the patent application increase rate of the patent application trend is the maximum, and the market exposure trend at that point increases If the timing indicator is high, you can analyze and set it.

In addition, the timing index analyzer 140 may analyze the timing index at a low level when the market exposure trend at the time of slowing down the patent application rate of the patent application trend is the decline or flatness.

The career derivation unit 150 derives the career information of the technical commercialization of the evaluation target technology based on the weighted index and the analyzed timing index.

The career derivation unit 150 may be configured to use the license for the evaluation target technology 10, the usage of the profit activity based on the exercise of the intellectual property rights, the evaluation target technology 10 based on the weighted indexes and the analyzed timing indexes It is possible to derive at least one of the career path, such as the start-up, the use of import activity as a standard patent, and the utilization as research and development (R & D).

In addition, the technology evaluation apparatus 100 utilizing the multi-faceted indicator according to the embodiment of the present invention may receive data from at least one of a technical and patent information providing server and a market information providing server, Lt; / RTI > For example, the external server may be a server that provides the above-described information provided by the Korea Institute of Science and Technology Information (KISTI).

For example, the technology evaluation apparatus 100 using the multifarious indicator according to the embodiment of the present invention receives keyword-related data from an external server via the interface module 160, . In addition, the technology evaluation apparatus 100 using the multifaceted indicator may include a keyword selector 110, a product classifier 120, and a product classifier 120, which can perform a technology value evaluation on the evaluation target technology 10 received from an external server. To the weight calculation unit 130, the timing index analysis unit 140 and the career derivation unit 150, it is possible to derive the career information of the technical commercialization for the evaluation target technology 10 more accurately .

FIG. 3 is a view for explaining a configuration of a technology evaluation system utilizing a multi-faceted indicator according to another embodiment of the present invention.

3, the technology evaluation system utilizing the multi-faceted indicator according to another embodiment of the present invention includes a technology evaluation apparatus 310 that utilizes a multi-faceted indicator according to an embodiment of the present invention, And a server 320. FIG.

The technology evaluation apparatus 310 utilizing the multi-aspect index according to the embodiment of the present invention can be implemented as a computer program (software) in a device such as a desktop, a laptop, a tablet PC and a mobile (smart phone) .

The external server 320 may be a technology evaluation apparatus 310 utilizing a multi-faceted indicator, an apparatus connected to the Internet, and a computer program according to an embodiment of the present invention. For example, the external server 32 may be at least one of a technology and patent information providing server and a market information providing server, and the external server 320 may include at least one of technology and market information (KISTI) For example.

According to an embodiment, the technology and patent information providing server may include a technology and patent information database, and the market information providing server may include a market information database related to the product.

In addition, the external server 320 may include at least one of a technology valuation form database, a technology and patent database, a market size prediction database, a cost structure information database by industry / technology, and a technology valuation result database. However, the external server 320 may include more various servers in order to derive career information of the technical commercialization of the evaluation target technology, according to an embodiment of the present invention, and thus the present invention is not limited thereto.

FIG. 4 is a block diagram showing a technology evaluation apparatus utilizing a multi-faceted indicator according to an embodiment of the present invention.

4 is merely an example of the technology evaluation apparatus 410 utilizing the multi-faceted indicator, and the technology evaluation apparatus 410 utilizing the multi-faceted indicator may include more or fewer components than the illustrated components, and two or more Or may include configurations or arrangements that include different components.

4 may also be implemented in hardware, software, or a combination of both hardware and software, including integrated circuits specific to one or more signal processing or application, and the terms " portion " and &Quot; to " and the like denote a unit for processing at least one function or operation, and may be implemented by hardware, software, or a combination of hardware and software.

4, a technology evaluation apparatus 410 using a multifaceted indicator according to an embodiment of the present invention includes a display unit 411, a memory unit 412, a communication unit 413, an input unit 414, an output unit 415 and a control unit 416.

The display unit 411 may include a touch screen capable of performing a predetermined function set operation through a screen including a touch-sensitive area.

For example, the display unit 411 can perform basic input / control for the operation of the technology evaluation apparatus 410 using the multifaceted indicator, so that the physical input / control apparatus 410 of the technology evaluation apparatus 410 Push buttons, keyboards and dials, etc.) can be reduced.

As another example, a user interface may be provided on the display unit 411 to perform an operation of a predetermined function set through the display unit 411.

In one embodiment, when the user touches the screen, the display unit 411 may provide a user interface such as a main menu or a root menu. In another embodiment, the technology evaluation device 410 utilizing a multi-faceted indicator may provide a physical push button or other physical input control device with a user interface.

In addition, the display unit 411 may provide a user interface between the technology evaluation apparatus 410 utilizing the multifaceted index and the user.

In one embodiment, the display portion 411 may comprise a touch-sensitive surface, sensor, or sensor assembly that accepts input from a user based on haptic or tactile contact.

The display unit 411 detects touches (or any movement of contacts or release of contact) on the display unit 411 and displays the sensed touches on a user interface (graphic, one The above soft keys, icons, web pages and images, etc.).

In addition, the display unit 411 may display a first screen including a plurality of items located in each of the plurality of areas, and may display a first screen including at least one item related to the first function based on the first input, 2 screen and display a third screen including at least one item related to the second item based on the second input.

The memory unit 412 may include a high-speed random access memory, a magnetic disk, an SRAM, a DRAM, a ROM, a flash memory, or a non-volatile memory.

The memory unit 412 may include a software module, a set of instructions, or various other data necessary for the operation of the technology evaluation apparatus 410 utilizing the multi-sided indicator. In one embodiment, access to memory portion 412 may be controlled by other components, such as controller 416 and peripheral interface.

The communication unit 413 can transmit and receive an RF signal, also known as an electromagnetic signal. Further, the communication unit 413 can convert electric signals into electromagnetic signals, or convert electric signals from electromagnetic signals, and communicate with communication networks and other communication devices through electromagnetic signals.

In one embodiment, the communication unit 413 may include circuitry for performing such functions, which may include an antenna system, an RF transceiver, one or more amplifiers, a tuner, one or more oscillators, a digital signal processor, a CODEC chipset , A subscriber identity module (SIM) card, a memory, and the like.

In an embodiment, the communication unit 413 may be a cellular network, a wireless network such as a wireless local area network (LAN) and / or a metropolitan area network (MAN), a network such as the Internet referred to as an intranet and / or the World Wide Web And other devices by wireless communication.

Such wireless communications may include, but are not limited to, Global System for Mobile Communications (GSM), Enhanced Data GSM Environment (EDGE), wideband code division multiple access (W-CDMA), code division multiple access (CDMA), time division multiple access (TDMA) Bluetooth), Wireless Fidelity (Wi-Fi), Voice over Internet Protocol (VoIP), Wi-MAX, Long Term Evolution (LTE) (such as IEEE 802.11a, IEEE 802.11b, IEEE 802.11g and / or IEEE 802.11n) , E-mail protocols such as Zigbee, Z-wave, Bluetooth low energy (BLE), Beacon, Internet Message Access Protocol (IMAP) and / or Post Office Protocol (POP), eXtensible Messaging and Presence Such as instant messaging such as Instant Messaging and Presence Service (SIMPLE), Instant Messaging and Presence Service (IMPS), or Short Message Service (SMS), or a communication protocol not developed at the time of filing . However, a plurality of communication standards, protocols, and techniques may be used for the above-mentioned wireless communication, without being limited thereto.

The input unit 414 may include a keyboard, a touchpad, a dial, a slider switch, a joystick, and the like, and the input unit 414 may be coupled to any one of a pointer device such as an infrared port, a USB port, and a mouse.

In one embodiment, input 414 may include one or more physical buttons or virtual buttons. The virtual button may be a virtual image located on the touch screen, and the physical button may include an up / down button for volume control of the speaker or microphone, a locker button, and a push button.

In an embodiment, the input unit 414 may include one or more physical keyboards or virtual soft keyboards, and a symbol of a standard configuration (QWERTY) and / or non-standard configuration may be used as an example of a keyboard.

In another embodiment, the input 414 may include a touchpad for activating or deactivating a particular function. The touchpad may include a touch-sensitive area that does not display a visual output, unlike a touch screen. For example, the touchpad may be a touch-sensitive surface separate from the touch screen, or may be part of an extended touch-sensitive surface formed by the touch screen.

In addition, the input unit 414 may include a camera module.

The output unit 415 may include an audio module.

In one embodiment, the audio module may provide an audio interface between the user and the technology evaluation device 410 utilizing a multi-faceted indicator using a speaker and / or a microphone. The audio module may receive audio data from the peripheral device interface, convert the audio data to an electrical signal, and transmit the electrical signal to the speaker.

Speakers can convert electrical signals into human-audible sound waves.

The audio module can receive the electric signal converted from the sound wave by the microphone. The audio module can convert the electrical signal to audio data and send the audio data to the peripheral interface for processing. The audio data may be retrieved or re-transmitted from the memory unit 412 or the communication unit 413 by a peripheral device interface.

For example, the audio module may further include a headset jack, which may be a headset with both an output and an input, or a portable audio input / output peripheral such as an output-only headphone, Interface.

The control unit 416 may include a processor, a central processing unit, an application processor, or a communications processor.

For example, the control unit 416 may include a technology evaluation apparatus 410 using a multi-sided indicator performed by the display unit 411, the memory unit 412, the communication unit 413, the input unit 414, and the output unit 415 Can be controlled.

In one embodiment, the control unit 416 may perform operations or data processing relating to control and / or communication of at least one other component of the technology evaluation apparatus 410 utilizing the multi-sided indicator.

In an embodiment, the control unit 416 may control an operating system or an application program to control a plurality of hardware or software components connected to the control unit 416, and may perform various data processing and operations.

For example, the control unit 416 may be implemented as a system on chip (SOC), and the control unit 416 may include instructions or data received from at least one of the other components (e.g., non-volatile memory) And store the resultant data in a nonvolatile memory.

FIG. 5 illustrates an example of deriving career information of a technology commercialization for a technology to be evaluated using a technology evaluation apparatus that utilizes a multi-faceted indicator according to an embodiment of the present invention.

More specifically, the technology evaluation apparatus utilizing the multi-aspect index according to the embodiment of the present invention selects final keywords from the evaluation target technology, classifies them according to product codes, and calculates the time period required for technical commercialization as classified products , Weights the multiple indicators for evaluating the technology to be evaluated, evaluates the appropriate timing of technical commercialization of the technology to be evaluated by inputting the patent application trend of the technical field to which the evaluation target technology belongs and the market exposure trend of the classified product And analyzes the timing index to be used.

Accordingly, the technology evaluation apparatus utilizing the multi-sided indicator according to the embodiment of the present invention derives the career information of the technology commercialization for the evaluation target technology based on the weighted multilevel index and the analyzed timing index.

Referring to FIG. 5, the technology evaluation apparatus utilizing the multi-faceted indicator according to the embodiment of the present invention can be used for the evaluation of the possibility of registration, the determination of the right of property, the completeness of technology, the originality and competitiveness, Weights are given to the multi-indicator including at least one of the evaluation items of time, infringement judgment, market entry possibility and growth ability, commercialization request time, commercialization cost, technology life and monopoly, And derives the career information of the technical commercialization of the evaluation target technology based on the timing index.

The technology evaluation apparatus utilizing the multi-faceted indicator according to the embodiment of the present invention analyzes the career information of the technical commercialization of at least one of the licenses of the evaluation target technology, the standard patent, the dispute application, and the startup / M & Can be derived.

As shown in FIG. 5, the technology evaluation apparatus utilizing the multi-faceted indicator according to the embodiment of the present invention for the evaluation target technology applied to the embodiment can calculate the time required for the technical commercialization of the classified target product Based on the weighted indicators, the indicators can be analyzed and the timing indicators analyzed in the indicators can be reflected to derive career information for licensing and start-up / M & A areas.

FIGS. 6A and 6B illustrate exemplary screens in which a form is executed using a technology evaluation apparatus utilizing a multi-faceted indicator according to an embodiment of the present invention.

More specifically, FIG. 6A shows an example screen in which a form of an evaluation target technology outline that supports related information on an evaluation target technology on-line is executed, and FIG. 6B shows an example screen in which a career outline of technology commercialization derived from the evaluation target technology FIG. 2 is a view showing a monitoring example screen for the monitor.

6A and 6B are diagrams illustrating a technology evaluation apparatus 310 utilizing a multi-faceted indicator according to an embodiment of the present invention. The technology evaluation apparatus 310 may be a computer program (or a computer program) in a device such as a desktop, a laptop, a tablet PC, and a mobile Software), and is not limited to the example screen shown in the figure.

6A is a diagram illustrating an example of a technique for displaying a technology valuation form in a stepwise manner according to an input of a user for deriving a course of technical commercialization of a technology to be evaluated, An overview, and an evaluator.

6B illustrates an example of a case where the evaluation information of a technical evaluator inputted on-line with respect to the evaluation target technology is further reflected, The real-time monitoring example screen of FIG.

FIG. 6B is an example screen in which a form of the evaluation target technology outline that supports relevant information about the evaluation target technology on-line in FIG. 6A is executed, a description about the evaluation target technology using the technology evaluation device utilizing the multi- A screen on which the career information of the commercialization is derived, and a result screen on which the expert evaluator's opinion on the evaluation target technology is reflected can be displayed.

FIG. 7 is a flowchart of a technology evaluation method using a multi-faceted indicator according to an embodiment of the present invention.

Referring to FIG. 7, in step 710, a single key word is extracted from the evaluation target description to generate a candidate keyword, and the final keyword is selected based on the cohesion power of the generated candidate keyword.

In step 710, a single key word is extracted from the evaluation target technology, a candidate keyword is generated by combining the main words, a cohesion score between the first word and the second word among the individual words belonging to the candidate keyword is calculated, Lt; / RTI >

Here, the cohesion force may be calculated based on the number of times the first word and the second word appear within a predetermined range, and may be calculated to have a higher cohesion as the distance between the first word and the second word becomes closer. In addition, the final keyword may be calculated by summing the weights after normalizing the cohesion score.

Based on the keyword analysis derived from the final keyword selected in step 720, the products to which the evaluation target technology can be applied are classified into product codes.

For example, the step 720 may classify the products, to which the evaluation target technology can be applied, by product code based on the keyword analysis, which indicates the correlation between the keyword and the final keyword.

In step 730, weights are assigned to the multilevel indicators for evaluating the evaluation target technology, and a timing indicator for evaluating the appropriate technical commercialization timing of the evaluation target technology is analyzed.

Hereinafter, a description will be made in detail of a technology evaluation method using an indicator in which a weight according to an embodiment of the present invention is given and a timing index is analyzed with reference to FIGS. 8A and 8B.

FIGS. 8A and 8B are flowcharts illustrating steps of assigning weights and analyzing a timing index among technology evaluation methods using a multi-page index according to an embodiment of the present invention.

Referring to FIG. 8A, the technology evaluation method utilizing the multi-aspect index according to the embodiment of the present invention evaluates the evaluation target technology based on the time required for the technical commercialization of the evaluation target technology as the classified product after step 720 (Step 731).

Step 731 is a step of assigning a weight to a multi-faceted indicator including a multi-faceted evaluation item classified by category, based on a period of time required for technical commercialization of the evaluation target technology as a classified product Step.

Here, the multifaceted index may be a multifaceted evaluation item divided into categories from IP activities of a plurality of patent applications in the technical field to which the evaluation target technology belongs, and the IP activity may be classified according to category It may be transfer frequency information for a plurality of patent applications.

Referring to FIG. 8B, the technology evaluation method using the multi-faceted indicator according to the embodiment of the present invention includes, after step 720, inputting the patent application trends of the technical fields to which the evaluation target technology belongs and the market exposure trends of the classified products And analyze the timing index for evaluating the appropriate timing of technical commercialization of the evaluation target technology (step 732).

For example, in step 732, the time point when the patent application increase rate of the patent application trend is maximum is set as the completion time of the technology development for the evaluation target technology, and the time point when the rate of increase in the market exposure trend at the completion time of the technology development is maximum is compared It may be a step of analyzing the timing index by deriving the appropriate timing of the technology commercialization.

In addition, the step 732 may be a step of classifying the appropriate timing for technical commercialization into a multi-level class and analyzing the timing index in correspondence with the classified multi-level class.

Referring to FIG. 7 again, a technique evaluation method using a multi-aspect index according to an embodiment of the present invention is a technique evaluation method based on a weighted multilevel index and analyzed timing index from FIGS. 8A and 8B, (Step 740).

Step 740 includes the use of licenses for the evaluation target technology based on the weighted indexes and the analyzed timing indexes, the use of profit activities based on the exercise of intellectual property rights, the start-up based on the evaluation target technology, (R & D). ≪ / RTI >

The method according to an embodiment may be implemented in the form of a program command that can be executed through various computer means and recorded in a computer-readable medium. The computer-readable medium may include program instructions, data files, data structures, and the like, alone or in combination. The program instructions to be recorded on the medium may be those specially designed and configured for the embodiments or may be available to those skilled in the art of computer software. Examples of computer-readable media include magnetic media such as hard disks, floppy disks, and magnetic tape; optical media such as CD-ROMs and DVDs; magnetic media such as floppy disks; Magneto-optical media, and hardware devices specifically configured to store and execute program instructions such as ROM, RAM, flash memory, and the like. Examples of program instructions include machine language code such as those produced by a compiler, as well as high-level language code that can be executed by a computer using an interpreter or the like. The hardware devices described above may be configured to operate as one or more software modules to perform the operations of the embodiments, and vice versa.

While the present invention has been particularly shown and described with reference to exemplary embodiments thereof, it is to be understood that the invention is not limited to the disclosed exemplary embodiments. For example, it is to be understood that the techniques described may be performed in a different order than the described methods, and / or that components of the described systems, structures, devices, circuits, Lt; / RTI > or equivalents, even if it is replaced or replaced.

Therefore, other implementations, other embodiments, and equivalents to the claims are also within the scope of the following claims.

10: Technology to be evaluated
100, 300: Technology evaluation device using multi-surface indicator
110: Keyword selector
120: Product classification section
130: Weight calculation unit
140: Timing index analyzer
150:
160: Interface module
310: external server

Claims (19)

A keyword selection unit for generating a candidate keyword by extracting a single key word from the evaluation target technology and selecting a final keyword based on the cohesion power of the generated candidate keyword;
A product classifying unit for classifying the products to which the evaluation target technology is applicable based on the keyword analysis derived from the selected final keyword by product code;
A weight calculation unit for assigning a weight to a multifaceted indicator for evaluating the evaluation target technology based on a period of time required for technical commercialization of the evaluation target technology as the classified product;
A timing index analyzing unit for analyzing a timing index for evaluating an appropriate time for technical commercialization of the evaluation target technology by inputting the patent application trend of the technical field to which the evaluation target technology belongs and the market exposure trend of the classified product; And
A career derivation unit for deriving the career information of the technical commercialization for the evaluation target technology based on the weighted multiple index and the analyzed timing index;
The technology evaluating device utilizing the multi-surface indicator.
The method according to claim 1,
The keyword selector
A word extraction module for extracting the single main word from the evaluation target technology;
A candidate keyword generation module for generating the candidate keyword through combination of the main words;
A cohesion score calculation module for calculating a cohesion score between the first word and the second word among the individual words belonging to the candidate keyword; And
A final keyword selection module for selecting a final keyword based on the cohesion force;
And a technology evaluation device utilizing the multi-surface indicator.
3. The method of claim 2,
The cohesive force
And calculating the number of times the first word and the second word appear within a predetermined range.
The method of claim 3,
Wherein the cohesion force is calculated so as to have a higher cohesive force as the distance between the first word and the second word becomes closer to each other.
5. The method of claim 4,
The final keyword
Wherein the cohesion force score is normalized and then weighted, and the sum is calculated as a summation.
The method according to claim 1,
The product classification unit
Wherein the product evaluation unit classifies the product to which the evaluation target technology is applicable based on the keyword analysis indicating the relationship between the keyword and the final keyword received and input, by the product code.
The method according to claim 1,
The weight calculation unit
Wherein the multifaceted indicator includes a plurality of multifaceted indicators including a multifaceted evaluation item that is preliminarily set for evaluating the evaluation target technology based on the time required for the commercialization of the technology, Technology evaluation device.
8. The method of claim 7,
The multi-
Wherein the multifaceted evaluation items are divided into categories from IP activities of a plurality of patent applications in the technical field to which the evaluation target technology belongs.
9. The method of claim 8,
The IP activity
Wherein the transfer rate information is information on transfer frequency of the plurality of patent applications in the technical field to which the evaluation target technology belongs.
The method according to claim 1,
The timing index analyzer
Setting a time point at which the patent application increase rate of the patent application trend is maximum to a technology development completion time point of the evaluation target technology and comparing the point of time when the rate of increase of the market exposure trend at the completion time of the technology development is maximum, And the timing index is analyzed by deriving an appropriate timing.
11. The method of claim 10,
The timing index analyzer
A technical evaluation device that uses the indicator that divides the appropriate timing of the technical commercialization into a multilevel grade and analyzes the timing index in correspondence with the classified multilevel grade.
The method according to claim 1,
The route derivation unit
Use of license for the evaluation target technology, use of profit activity by exercise of intellectual property rights, entrepreneurship based on the evaluation target technology, use of profit activity as a standard patent, research based on the weighted index and the analyzed timing index (R & D). The technology evaluating device utilizes the indicator to derive at least one of the career paths.
A method for evaluating a technology to be evaluated in a technology evaluation apparatus utilizing a multi-
Extracting a single key word from the evaluation target technology to generate a candidate keyword, and selecting a final keyword based on the cohesion power of the generated candidate keyword;
Classifying products applicable to the evaluation target technology by product code based on keyword analysis derived from the selected final keyword;
Analyzing a timing index for assigning a weight to a multifaceted index for evaluating the evaluation target technology and evaluating an appropriate time for technical commercialization of the evaluation target technology; And
Deriving the career information of the technical commercialization for the evaluation target technology based on the weighted multiple index and the analyzed timing index
A technology evaluation method that utilizes a multi-faceted indicator.
14. The method of claim 13,
The step of assigning the weights and analyzing the timing index
A weighted value is assigned to the multifaceted indicator, which is preset for evaluating the evaluation target technology based on a period of time required for technical commercialization of the evaluation target technology as the classified product, And a method for evaluating a technology utilizing the multi-faceted indicator.
14. The method of claim 13,
The step of assigning the weights and analyzing the timing index
A method of analyzing the timing index for evaluating the appropriate time for technical commercialization of the evaluation target technology by inputting the patent application trend of the technical field to which the evaluation target technology belongs and the market exposure trend of the classified product, Technology evaluation method.
16. The method of claim 15,
The step of assigning the weights and analyzing the timing index
Setting a time point at which the patent application increase rate of the patent application trend is maximum to a technology development completion time point of the evaluation target technology and comparing the point of time when the rate of increase of the market exposure trend at the completion time of the technology development is maximum, A method of evaluating a technology using an indicator if the timing index is analyzed by deriving an appropriate timing.
17. The method of claim 16,
The step of assigning the weights and analyzing the timing index
A technology evaluation method using an indicator that divides the appropriate timing of the technical commercialization into a multi-level class and analyzes the timing index in correspondence with the classified multi-level class.
14. The method of claim 13,
The step of deriving the career information of the technical commercialization for the evaluation target technology
Use of license for the evaluation target technology, use of profit activity by exercise of intellectual property rights, establishment of technology based on evaluation target, use of import activity as a standard patent, research based on the weighted index and the analyzed timing index (R & D). The method of evaluating the technology using the indicators.
18. A computer program stored in a computer-readable medium for performing the method of any one of claims 13 to 18.

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