A novel technology life cycle analysis method based on LSTM and CRF
Bibliographic Data
| ID | 21441453 |
|---|---|
| Authors | Jianhua Hou (0000-0003-2138-6275, Sun Yat-sen University), Shiqi Tang (0000-0001-9955-9178, Sun Yat-sen University), Yang Zhang (0000-0001-6777-3487, Sun Yat-sen University, corresponding author) |
| Year | 2024 |
| Volume | 129 |
| Issue | 3 |
| Pages | 1173-1196 |
| Publication date | 2024-03-01 |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Scientometrics (JOURNAL) |
| Journal identifiers | ISSN: 0138-9130 • E-ISSN: 1588-2861 |
| Publisher | Springer Science and Business Media LLC (PUBLISHER) |
| DOI | 10.1007/s11192-024-04946-z |
| OpenAlex | W4392095426 |
| Language | EN |
| Citations received | 2 |
| References cited | 49 |
Data science · Information retrieval · Operations research · Artificial Intelligence · Computer Science · Innovation Policy and RD · Intellectual Property and Patents · Mathematics · Technology Assessment and Management
The Importance of Patent Scope
Knowledge Spillovers and Patent Citations
Measuring technological novelty with patent-based indicators
Entrepreneurship in the large corporation
Citations, family size, opposition and the value of patent rights
A tutorial on hidden Markov models and selected applications in speech recognition
Long Short-Term Memory
The structure of scientific revolutions
A deep learning framework to early identify emerging technologies in large-scale outlier patents
Integrating patent analysis into technology roadmapping
A doc2vec and local outlier factor approach to measuring the novelty of patents
Technology life cycle analysis
Finding Structure in Time
The Use of Patent Data for Technological Forecasting
Identifying technology evolution pathways using topic variation detection based on patent data
Patent Quality and Research Productivity
Standing on the Shoulders of Giants
| Citations per year | 2 |
|---|---|
| Citation span | 2025 - 2025 (1) |
| Highly cited | No |