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Discovering semantically related technical terms and web resources in Q&A discussions Research Articles

Junfang Jia, Valeriia Tumanian, Guoqiang Li,li.g@sjtu.edu.cn

Frontiers of Information Technology & Electronic Engineering 2021, Volume 22, Issue 7,   Pages 969-985 doi: 10.1631/FITEE.2000186

Abstract: A sheer number of techniques and are available for software engineering practice and this number continues to grow. Discovering semantically similar or related and offers the opportunity to design appealing services to facilitate information retrieval and information discovery. In this study, we extract and from a community of question and answer (A) discussions and propose an approach based on a neural language model to learn the semantic representations of and in a joint low-dimensional vector space. Our approach maps and to a semantic vector space based only on the surrounding and of a technical term (or web resource) in a discussion thread, without the need for mining the text content of the discussion. We apply our approach to Stack Overflow data dump of March 2018. Through both quantitative and qualitative analyses in the clustering, search, and semantic reasoning tasks, we show that the learnt technical-term and web-resource vector representations can capture the semantic relatedness of and , and they can be exploited to support various search and semantic reasoning tasks, by means of simple -nearest neighbor search and simple algebraic operations on the learnt vector representations in the embedding space.

Keywords: 技术术语;网络资源;词语嵌入;问答网站;聚类任务;推荐任务    

Technology Hot Spots and Frontier Identification Support to 2035: The Technology List Adjustment Method, Using Robot Technology as an Example

Lin Heng,Zhou Yuan and Liu Yufei

Strategic Study of CAE 2017, Volume 19, Issue 1,   Pages 124-132 doi: 10.15302/J-SSCAE-2017.01.018

Abstract:

This paper focuses on technology hot spots, frontier identification, and trend analysis of high-tech foresight, and puts forward a more complete analysis method based on previous studies. In this paper, we take robot technology as an example in order to identify hot spots and frontiers in technology, along with their development trends. These findings have great significance for the proposal of a technology list and for the allocation of the technology industry in the Research on China’s Engineering Science and Technology Development Strategy 2035.

Keywords: technology foresight     technology hot spots     frontier of technology     patent analysis     robot technology    

New progress of Chinese rock engineering

Qian Qihu

Strategic Study of CAE 2010, Volume 12, Issue 8,   Pages 37-48

Abstract:

Some of ground-breaking achievements of Chinese rock engineering are described in the paper. In the field of hydropower construction, the stability and monitoring technology of ship lock slope of the Three Gorges, stability and supporting technologies for high slope in deep river valley and hydropower projects and stability technology of underground large-span high side-wall caverns group were introduced. In highway and railway construction, the construction technology for passing through perennial frozen areas of Qinghai-Tibet railway, supporting technology for squeezed large deformation in Wushaoling Tunnel, construction technology of high-cold high-altitude Fenghuo Mountain tunnel and Erlang Mountain tunnel are presented, as well as geological prediction techniques for karst area tunnels. As for mining technology, a new set of coal mine roadway supporting technology system, mining technology for mixture of gas and low permeability coal seams without pillar, and safe and efficient mining technology for deep open pit were introduced. In addition, the new technology of rock anchorage and fine blasting technology were also described.

Keywords: rock engineering     hydropower engineering     supporting technology     geological forecasting     anchoring technology     blasting    

Packaging of Micro Electro Mechanical Systems Based on Bulk Silicon Bonding and Film Sealed Technology

Wang Weiyuan,Wang Yuelin

Strategic Study of CAE 2002, Volume 4, Issue 6,   Pages 56-62

Abstract:

The packaging of micro electro mechanical systems (MEMS) is referred to first-level packaging and limited generally to the preservation of wafer in this paper. It is based on bulk silicon bonding technology and film sealed technology. The bulk silicon bonding technology includes electrostatic bonding, silicon direct bonding and interfacial layer assisted bonding. It is used for making material acting as substrate or cover of the chip. The film sealed technology includes whole-wafer operation, local-wafer operation and selective preservation. It is used to seal micro channel or micro hole to form a vacuum or low-pressure cavity or protect from atmosphere influence. The very high importance not to forget packaging at the beginning of a project, when hoping to industrialize MEMS is discussed. In order to obtain high performance-price ratio,it is necessary to weigh the device performance against the chip complexity. The commercialized pressure sensors, accelerometers, digital micro mirror devices, etc., collected from literatures are used as examples.

Keywords: packaging of MEMS     bulk silicon bonding technology     film-sealed technology    

Measurement and Information Technology

Zhang Guoxiong

Strategic Study of CAE 2000, Volume 2, Issue 3,   Pages 62-66

Abstract:

Measurement is an important means for obtaining information in research and production. Both the quality of products and the productivity of production highly depend on measurement. An important trend in the development of measurement is its merging with information technology. The requirements in high accuracy of measurement, on-line and dynamic measurements, measurements of complicated parameters and under complex conditions and intelligent measurements ask for the merging of measurements with information technology. This merging is carried out through the whole process. Modulation and demodulation, data sampling and reconstruction, signal merging, data compression, filtering, signal transformation, time series analysis, spectrum analysis, data fitting and modeling, pattern recognition, neural network, simulation and virtual measurement, error separation, error compensation, redundancy technique, decision making, intelligent techniques, etc. , are widely used in measurements. Some practical examples of this merging are given in the paper. The accuracy of coordinate measuring machines (CMMs) can be greatly enhanced by using error compensation technique. Modeling, error calibration and compensation software are three key techniques in error compensation of CMMs. Applications of redundancy technique in roundness and spindle error motion measurement, in large scale metrology are presented as well. Redundancy technique provides a powerful means in optimization of measurements, system self-calibration, error compensation, recovering the lost information and many other applications.

Keywords: measurement     information technology     error compensation     modeling     redundancy technique     error separation    

Research on Development Strategy of Unmanned Driving Technology

Yang Yanming, Gao Zenggui, Zhang Zilong, Shen Yue, Wang Linjun

Strategic Study of CAE 2018, Volume 20, Issue 6,   Pages 101-104 doi: 10.15302/J-SSCAE-2018.06.016

Abstract:

Unmanned driving technology is considered as a highly disruptive technology in the field of vehicle engineering. By means of expert interviews, comparative analysis and literature research, this paper analyses the development trend and stage of unmanned driving technology, and evaluates its potential values and social impacts. It also proposes to promote the development of unmanned driving technology by strengthening the research on automobile wire control technology, energy power technology and driving cognitive technology.

Keywords: disruptive technology     unmanned driving technology     automotive wire control technology     energy power technology     driving cognitive technology    

The Development Trend of Aeronautic Technology and the Building of Technology Innovation Bases

Zhang Yanzhong

Strategic Study of CAE 1999, Volume 1, Issue 1,   Pages 19-23

Abstract:

In the 21st century, the next generation aircraft will be faster, larger, safer, more economic and resources saving.The aircraft such as airliner for 1000 or more passengers, hypersonic vehicle, mini-UAV, ground effect aircratf and tiltrotor aircraft will be put into market.The use of substitute aviation fuel can reduce the dependence on petroleum and the atmosphere pollution. The economy, safety and environmental protection performance will be improved several even ten times. Faced to the challenge, we must enhance the building of aeronautic technology innovation bases.

Keywords: aeronautic technology     development trend     technology innovation     key laboratory    

Technology Foresight Research on China’s Environmental Engineering Science and Technology to 2035

Dan Zhigang,Shi Feifei,Wang Zhizeng,Wang Huieng、Zhang Peilei、Hao Jiming、Duan Ning

Strategic Study of CAE 2017, Volume 19, Issue 1,   Pages 80-86 doi: 10.15302/J-SSCAE-2017.01.012

Abstract:

The Delphi method is the most common method of technology foresight, which is a significant basis for establishing development strategies and policies of science and technology. This study proposes 45 alternative technologies in the field of environmental engineering science and technology through a literature survey, experts' advice, and discussion meetings. These technologies relate to air pollution prevention and control; water pollution prevention and control; soil pollution prevention and control; solid waste pollution prevention, control, and utilization; ecological protection and restoration; environmental monitoring, early warning, and risk control; resource utilization and cleaner production. Based on results that were obtained according to the Delphi method, this research analyzes the realization time, R&D level, and restriction factors for the key technologies, common technologies, and disruptive technologies that were determined for 2035. This study provides a reference for establishing development strategies and objectives for China’s environmental engineering science and technology over the next 20 years.

Keywords: environmental engineering science and technology     technology foresight     Delphi method     key technology     common technology     disruptive technology    

Discussion on technological innovation in petrochemical enterprise

Hou Xianglin

Strategic Study of CAE 1999, Volume 1, Issue 1,   Pages 36-37

Abstract:

创新是进步的灵魂。社会的发展,文明的进步无不赖于创新。企业的技术创新应以提高经济效益为目的。要获得好的创新成果,需要有一个好的创新环境。在客观上要创造有利于科技人员创新的环境,在主观上要求科技人员解放思想,敢于标新立异;同时又要实事求是,深入学习前人、他人的成果和经验。

Keywords: 石化企业     技术创新    

Research of Constructing Technique Supporting System of Agriculture Informationization

Guo Shupu,Zhang Liping,Shen Jichang,Dong Wei

Strategic Study of CAE 2005, Volume 7, Issue 9,   Pages 89-94

Abstract:

The agriculture informationization is supported by related information technique. The paper expatiates on general characters of agriculture informationization, introduces current development of agriculture informationization supporting system,and analyses the subsistent problems of the agriculture informationization. It brings forward that the pivots of quickening the construction of agriculture informationization are to manage the research of the preservation technique of agriculture information, develop agriculture information application technique and build the network for agriculture information spreading.

Keywords: agriculture informationization     technique supporting system     information preservation technique     information application technique     information spreading network    

A Discussion on the Conception and Measures of Industrial Technological Innovation

Gan Ziheng

Strategic Study of CAE 2003, Volume 5, Issue 8,   Pages 87-94

Abstract:

This paper consists of two parts. The first part defines the conception of the industrial technology innovation, summarizes 7 features of it, and then gives a more scientific and comprehensive definition of it. The second part discusses the three major measures of industrial technology innovation : First, the innovation of new product, which generalizes the classification, characters, definition and component elements of new product, as well as the ten steps of and the principles on innovation of product. Secondly, adoption of new technology, which involves establishment of research institute, attraction of scientific talents and comprehensive utilization of new technology, creation of international technical standard, update of machinery and arts and development of environmental technology. Thirdly, promotion of other innovations, which includes development of new markets, new suppliers and new managements.

Keywords: industrial technological innovation     innovation of new product     adoption of new technology     development of new market    

The Development of Oversea Hydroelectric Technique

Chen Zongliang

Strategic Study of CAE 2002, Volume 4, Issue 4,   Pages 86-92

Abstract:

The development of oversea technique for construction of hydroelectric engineering is briefly described in this paper. Some important aspects on oversea hydroelectric technique, including the physical exploration, high dams and seismic resistance, optimum design on layout of hydropower houses, energy dissipaion in spillway tunnels, prestressed concrete lined tunnels, dam monitoring and repair of old dams, etc, are also described. Finally, some lessons from the comparison between Chinas and oversea hydroelectric techniques are suggested.

Keywords: hydropower     new oversea technique     development    

Manned Space and Development

Qi Faren

Strategic Study of CAE 2000, Volume 2, Issue 1,   Pages 1-6

Abstract:

Space is the fourth activity field after land, ocean and aerosphere. It is characterized by vacuum, microgravity, stronger radiation and so on. There are many potential values for researching and exploring. Since the dawn of the manned space program more than 30 years ago, it has played an important role in taking human to space, and exploiting space wealth.

The manned space program is introduced on the concept, content and signification in this article, and especially three manned spacecraft—spaceship, space shuttle and space station is described. The author emphasizes that developing manned space program and utilizing space will make a great contribution in promoting the progress of mankind. In addition, the author also imagines Chinese manned space program.

Keywords: manned space     high technology     concept     development    

DMTO: A Sustainable Methanol-to-Olefins Technology

Mao Ye, Peng Tian, Zhongmin Liu

Engineering 2021, Volume 7, Issue 1,   Pages 17-21 doi: 10.1016/j.eng.2020.12.001

Keywords: EngineeringAchievements    

Considerations on Technology Innovation

Yin Ruiyu

Strategic Study of CAE 2002, Volume 4, Issue 9,   Pages 38-41

Abstract:

The knowledge chain of science-technology-engineering-industry is studied in this paper based on their essences and meanings. It is pointed out that the connection of technology and engineering with economy is much tighter than that of science with economy. It is stressed that science-fundamental research is the transformation of capital to knowledge, and that the technology innovation is the transformation of knowledge to benefit and profit through market by the support of capital. Engineers are the important creators of new productive force and active pioneer of new industrial field. Engineers will confront with technology innovation at different levels, in different areas and on different scales. Much more attention must be paid to the creative work of engineers, especially in rapid economic growth period. The cultivation of a large number of qualified personnel in technology engineering is the requirement for promoting economic development and social progress.

Keywords: science-technology-engineering     technology innovation     engineer    

Title Author Date Type Operation

Discovering semantically related technical terms and web resources in Q&A discussions

Junfang Jia, Valeriia Tumanian, Guoqiang Li,li.g@sjtu.edu.cn

Journal Article

Technology Hot Spots and Frontier Identification Support to 2035: The Technology List Adjustment Method, Using Robot Technology as an Example

Lin Heng,Zhou Yuan and Liu Yufei

Journal Article

New progress of Chinese rock engineering

Qian Qihu

Journal Article

Packaging of Micro Electro Mechanical Systems Based on Bulk Silicon Bonding and Film Sealed Technology

Wang Weiyuan,Wang Yuelin

Journal Article

Measurement and Information Technology

Zhang Guoxiong

Journal Article

Research on Development Strategy of Unmanned Driving Technology

Yang Yanming, Gao Zenggui, Zhang Zilong, Shen Yue, Wang Linjun

Journal Article

The Development Trend of Aeronautic Technology and the Building of Technology Innovation Bases

Zhang Yanzhong

Journal Article

Technology Foresight Research on China’s Environmental Engineering Science and Technology to 2035

Dan Zhigang,Shi Feifei,Wang Zhizeng,Wang Huieng、Zhang Peilei、Hao Jiming、Duan Ning

Journal Article

Discussion on technological innovation in petrochemical enterprise

Hou Xianglin

Journal Article

Research of Constructing Technique Supporting System of Agriculture Informationization

Guo Shupu,Zhang Liping,Shen Jichang,Dong Wei

Journal Article

A Discussion on the Conception and Measures of Industrial Technological Innovation

Gan Ziheng

Journal Article

The Development of Oversea Hydroelectric Technique

Chen Zongliang

Journal Article

Manned Space and Development

Qi Faren

Journal Article

DMTO: A Sustainable Methanol-to-Olefins Technology

Mao Ye, Peng Tian, Zhongmin Liu

Journal Article

Considerations on Technology Innovation

Yin Ruiyu

Journal Article