The Four Dimensional Connotation Definition of Scientific Understanding of the Ocean and Human Practical Achievements

By analyzing the sustainable development process of strengthening marine environmental protection and global reporting and assessment of marine environmental conditions since the Human Environment Conference, this paper summarizes the scientific connotation of “scientific understanding of the ocean” reflected in the United Nations Global Marine Environmental Assessment Report, proposes the etymological definition and specific coverage, representative global and regional practical experience of scientific understanding of the ocean, and further analyzes and defines the human activities and cognitive evolution process of “scientific understanding of the ocean”. It marks the leap in human cognition in four dimensions: observation and evaluation, intervention and regulation, disciplinary knowledge system, and supporting guarantee system. It condenses the connotation definitions and human practical achievements of each dimension, and puts forward countermeasures and suggestions to strengthen marine environmental protection and sustainable development.

On Multi-Level Thinking and Scientific Understanding

Professor Duzheng YE＇s name has been familiar to me ever since my postdoctoral years at MIT with Professors Jule CHARNEY and Norman PHILLIPS, back in the late 1960 s. I had the enormous pleasure of meeting Professor YE personally in 1992 in Beijing. His concern to promote the very best science and to use it well, and his thinking on multi-level orderly human activities, reminds me not only of the communication skills we need as scientists but also of the multi-level nature of science itself. Here I want to say something（a） about what science is;（b） about why multi-level thinking—and taking more than one viewpoint—is so important for scientific as well as for other forms of understanding; and（c） about what is meant, at a deep level, by ＂scientific understanding＂ and trying to communicate it, not only with lay persons but also across professional disciplines. I hope that Professor YE would approve.

Scientific understanding of toxicity and safety of Chinese medicines

Traditional Chinese medicine is a treasure of traditional culture and medicine which should be inherited and developed. How to cor- rectly understand the toxicity of Chinese materia medica （CMM） is an important guarantee for safe drug use. The history of the applica- tion and research of the toxicity of CMM has been long, and the Chi- nese medicine community ,has never stopped exploring the issues related to the safety of CMM.

Scientific Understanding of the New Historical Position of China's Development

Comrade Xi Jinping points out in the Report to the 19th National Congress of the Communist Party of China(CPC or the Party)that after a long period of efforts,socialism with Chinese characteristics has entered a new era.,which is a new historical position for China to develop.Scientific understanding

Memorandum of Understanding of Scientific Cooperation Renewed between NSFC and NWO

On June 3,2002, on behalf of both sides, Prof. Zhu Daoben, Vice President of NSFC and Prof. Peter Ni-jkamp, President of NWO signed the renewed Memorandum of Understanding of Scientific Cooperation between NSFC and NWO (Netherlands Organization

Measuring Similarity of Academic Articles with Semantic Profile and Joint Word Embedding

Long-document semantic measurement has great significance in many applications such as semantic searchs, plagiarism detection, and automatic technical surveys. However, research efforts have mainly focused on the semantic similarity of short texts. Document-level semantic measurement remains an open issue due to problems such as the omission of background knowledge and topic transition. In this paper, we propose a novel semantic matching method for long documents in the academic domain. To accurately represent the general meaning of an academic article, we construct a semantic profile in which key semantic elements such as the research purpose, methodology, and domain are included and enriched. As such, we can obtain the overall semantic similarity of two papers by computing the distance between their profiles. The distances between the concepts of two different semantic profiles are measured by word vectors. To improve the semantic representation quality of word vectors, we propose a joint word-embedding model for incorporating a domain-specific semantic relation constraint into the traditional context constraint. Our experimental results demonstrate that, in the measurement of document semantic similarity, our approach achieves substantial improvement over state-of-the-art methods, and our joint word-embedding model produces significantly better word representations than traditional word-embedding models.