Construction of a Matrix "Physical Effects - Technical Functions" on the Base of Patent Corpus Analysis

被引:1
|
作者
Korobkin, Dmitriy [1 ]
Shabanov, Dmitriy [1 ]
Fomenkov, Sergey [1 ]
Golovanchikov, Alexander [1 ]
机构
[1] Volgograd State Tech Univ, Lenin Ave 28, Volgograd, Russia
关键词
Patent; NLP; Fact extraction; Data mining; Physical effect; Technical function; SAO; OPERATION PRINCIPLES; SUPPORT;
D O I
10.1007/978-3-030-29750-3_5
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Authors use physical effects (PE) to synthesize the physical operation principle of a technical system. PEs implements the technical functions (TF) that describe the functional structure of the declared technical system. The method finds out relationships between physical effects and technical functions performed by them based on the construction of term-document matrices and the search for hidden dependencies in them. To this end, the authors developed a method for extracting descriptions of physical effects from patents in USPTO and RosPatent databases, as well as a method for extracting technical functions from the natural language texts of the same documents. The developed software has been tested for the tasks of extracting physical effects and technical functions from patent documents.
引用
收藏
页码:52 / 68
页数:17
相关论文
共 35 条
  • [32] Instrument response functions, mass bias and matrix effects in isotope ratio measurements and semi-quantitative analysis by single and multi-collector ICP-MS
    Ingle, CP
    Sharp, BL
    Horstwood, MSA
    Parrish, RR
    Lewis, DJ
    JOURNAL OF ANALYTICAL ATOMIC SPECTROMETRY, 2003, 18 (03) : 219 - 229
  • [33] Effects of a single bout of moderate-to-vigorous physical activity on executive functions in children with attention-deficit/hyperactivity disorder: A systematic review and meta-analysis
    Chueh, Ting-Yu
    Hsieh, Shu-Shih
    Tsai, Yu-Jung
    Yu, Chien-Lin
    Hung, Chiao-Ling
    Benzing, Valentin
    Schmidt, Mirko
    Chang, Yu-Kai
    Hillman, Charles H.
    Hung, Tsung-Min
    PSYCHOLOGY OF SPORT AND EXERCISE, 2022, 58
  • [34] Effects of chronic physical exercise on executive functions and episodic memory in clinical and healthy older adult populations: a systematic review and meta-analysis protocol (vol 13, 98, 2024)
    Ballesteros, Soledad
    Audifren, Michel
    Badache, Andreea
    Belkin, Vera
    Giannaki, Christoforos D.
    Kaltsatou, Antonia
    Marusic, Uros
    Ziaaldini, Mohammad Mosaferi
    Peskar, Manca
    Reales, Jose M.
    Rieker, Jennifer A.
    Stavrinou, Pinelopi S.
    Tortosa-Martinez, Juan
    Voelcker-Rehage, Claudia
    Netz, Yael
    SYSTEMATIC REVIEWS, 2024, 13 (01)
  • [35] Effects of controlled supramaximal high-intensity interval training on muscle capacities and physical functions for older adults: analysis of secondary outcomes from the Umeå HIT study-a randomised controlled trial
    Frykholm, Erik
    Hedlund, Mattias
    Becker, Clemens
    Holmberg, Henrik
    Johansson, Bengt
    Klenk, Jochen
    Lindelof, Nina
    Lindemann, Ulrich
    Simonsson, Emma
    Boraxbekk, Carl-Johan
    Rosendahl, Erikx
    AGE AND AGEING, 2024, 53 (10)