Documents such as patents and papers are important carriers of technology, and also one of the important sources of intelligence and information for R&D and innovation of enterprises. How to quickly screen out valuable technical key information from massive technical literature and transform it into innovation inspiration has become one of the current R&D and innovation problems that need to be solved urgently.
To this end, based on powerful AI technology capabilities such as NLP, machine learning, and computer vision, Wisdom Buds, a technological innovation information service provider, has released its self-developed "Tech DNA" technology, allowing R&D personnel to retrieve, read, and analyze technical documents more conveniently. This technology realizes the identification and extraction of "technical DNA" information such as technical problems, technical means, technical implementation, technical effects, and technical applications from massive technical documents, and then structurally disassembles them, and then reconstructs technical documents to restore the technology itself.
Tu Changyang, vice president of Wisdom Buds, said: "In the more than ten years of Wisdom Buds service R&D and innovation, we have found that IP personnel and R&D personnel pay different attention to the same patent document. Moreover, key technical information is often buried in long texts. In the patent literature, it has greatly hindered R&D personnel from obtaining key information. We firmly believe that Tech DNA can significantly improve the efficiency of R&D innovation scenarios and bring huge value to innovation entities such as enterprises.”
Tech DNA breaks the code of technical literature, born for R & D and innovation
Just as "biological DNA" carries genetic information and is the foundation of life, Wisdom Bud believes that in technical documents represented by patents, there is also "technical DNA" information that records the fundamentals of technology, such as technical problems, technical means, technical implementation, Technical effects, technical applications, etc.
Figure: Schematic diagram of key information of Tech DNA identification and extraction technology (Source: Wisdom Bud)
In the "Tech DNA" system, there are both Patent DNA for patent texts and Paper DNA for papers. Wisdom Buds also uses AI technology to identify and extract the PUM information in the patent text, that is, the attribute (Property), unit (Unit), and value range (Measurement)—such as thermal conductivity of 300W/k/m, thickness 2mm, etc.—Standardized classification to improve the efficiency of technical information retrieval, especially widely used in technical analysis scenarios in the field of new materials.
Figure: Schematic diagram of Wisdom Bud Tech DNA data processing (source: Wisdom Bud)
Due to its natural legal nature, many people may ignore that patent documents are actually a carrier for recording a certain technology, ignoring the technical value carried by patents. The starting point of Tech DNA is to help developers find core technology-related information from patent documents that incorporate legal language and technical terminology. This is consistent with the original intention of Wisdom Buds R&D information library, and it is currently mainly used in this product. Those functions in the R&D information library that make R&D personnel shine, such as AI smart title, AI technology summary, technical effect screening, feature attribute filtering and other functions that fit the R&D scene, are all supported by Tech DNA.
In addition, there are currently some functions in the Wisdom Buds patent database that use Tech DNA technology, such as the "Technical Function Phrase" function in the search result filter bar and custom analysis view, which can also help IP personnel to accurately locate and fine-tune patents among a large number of patents . analyze.
Greatly improve the efficiency of R&D personnel in searching, reading, and analyzing technical documents
Tech DNA is a rare technical capability specially developed for R&D innovation scenarios in the industry. Based on this technology, Wisdom Buds brings a new way of searching, reading, and analyzing technical documents to R&D personnel, which greatly simplifies the experience of R&D personnel in finding and analyzing technologies, allowing them to focus more on the technology itself.
In the past, if R&D personnel wanted to find a specific technical solution, they often needed to learn the search syntax of products such as patent databases , construct a set of complex search formulas to frame the scope, and then search for their own patents one by one based on their professional knowledge and IP knowledge. desired technical solutions. Reading and analyzing such raw documents that have not been processed by Tech DNA often takes ten times as long, or even more.
Now, the technical documents included in the Wisdom Bud R&D information database are deconstructed and reconstructed by Tech DNA. Therefore, R&D personnel only need to use natural language to input a sentence or a few words, and the system can "understand" The technical problem, and push to him the corresponding result. At the same time, the R&D information database identifies and extracts the content that R&D personnel are most concerned about, such as the problems solved by the technology, the means and methods used, the beneficial effects achieved, related experimental schemes/comparison schemes/effect tests, and feature attributes, and is displayed on the page. It is presented intuitively on the screen, which is convenient for R&D personnel to quickly read and understand, and grasp the core technology.
Figure: AI smart title, AI technology summary function (Source: Wisdom Bud R&D Information Library)
Tech DNA technology itself has a number of exclusive technologies, and Wisdom Buds has applied for related patents. In the future, Wisdom Buds will upgrade and iterate Tech DNA technology for more vertical scenarios, customize combinations or develop more functions to meet the needs of practitioners in the fields of new materials, new energy vehicles, chip communications, and technology finance for the use of technological innovation information , to further expand the base capabilities of Tech DNA and empower scientific and technological innovation
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