X. Wang

Digital images of cultural heritage (CH) contain rich semantic information. However, today’s semantic representations of CH images fail to fully reveal the content entities and context within these vital surrogates. This paper draws on the fields of image research and digital humanities to propose a systematic methodology and a technical route for semantic enrichment of CH digital images. This new methodology systematically applies a series of procedures including: semantic annotation, entity-based enrichment, establishing internal relations, event-centric enrichment, defining hierarchy relations between properties text annotation, and finally, named entity recognition in order to ultimately provide fine-grained contextual semantic content disclosure. The feasibility and advantages of the proposed semantic enrichment methods for semantic representation are demonstrated via a visual display platform for digital images of CH built to represent the Wutai Mountain Map, a typical Dunhuang mural. This study proves that semantic enrichment offers a promising new model for exposing content at a fine-grained level, and establishing a rich semantic network centered on the content of digital images of CH.

This study employs a knowledge graph approach to realize the representation and association of information resources, promote the research, teaching, and dissemination of Dunhuang cultural heritage (CH). The Dunhuang Mogao Grottoes is a UNESCO world CH site, and digitization of Dunhuang CH has produced a large amount of information resources. However, these digitized resources continue to lack the systematic granular semantic representation required to correlate Dunhuang cultural heritage information (CHI) in order to facilitate efficient research and appreciation. To respond to this need, new approaches for representing CHI are being developed. This study identifies five facets and their semantic relationship to Dunhuang CH, constructs an ontology model to regulate the entities, attributes, and relationships of Dunhuang CH knowledge, and subsequently processes the resulting data using various techniques (such as semantic annotation and entity association) to facilitate rendering the data in a knowledge graph construction. Finally, we constructed a DH-oriented knowledge graph service platform in order to provide a user friendly visual display and semantic retrieval service.

This book promotes the original concept of "Moral Capital" as the key to analyzing the nature and function of morality in economic activities. The book is divided into three major sections. In the first, the author argues that the logical connections between morality and economy and those between morality and profit provide a concrete theoretical basis for the concept of moral capital. In the second, the author elucidates the concept, the form and the functional mechanism of moral capital. In the third, the author describes the economic ethics of traditional Chinese intellectual history, especially the main idea of morality's role in economics, which shows the historical narrative of this concept and provides resources on ideological history, helping businesses to establish their own moral capital approaches and accumulate moral capital. In the fourth, the author explores the special economic role of morality, and proposes an evaluation index system for assessing moral assets in enterprises, demonstrating the concept of moral capital's significance from both a theoretical and application-oriented standpoint.

In the presence of heterogeneity between the randomized controlled trial (RCT) participants and the target population, evaluating the treatment effect solely based on the RCT often leads to biased quantification of the real-world treatment effect. To address the problem of lack of generalizability for the treatment effect estimated by the RCT sample, we leverage observational studies with large samples that are representative of the target population. This article concerns evaluating treatment effects on survival outcomes for a target population and considers a broad class of estimands that are functionals of treatment-specific survival functions, including differences in survival probability and restricted mean survival times. Motivated by two intuitive but distinct approaches, i.e., imputation based on survival outcome regression and weighting based on inverse probability of sampling, censoring, and treatment assignment, we propose a semiparametric estimator through the guidance of the efficient influence function. The proposed estimator is doubly robust in the sense that it is consistent for the target population estimands if either the survival model or the weighting model is correctly specified and is locally efficient when both are correct. In addition, as an alternative to parametric estimation, we employ the nonparametric method of sieves for flexible and robust estimation of the nuisance functions and show that the resulting estimator retains the root- n n consistency and efficiency, the so-called rate-double robustness. Simulation studies confirm the theoretical properties of the proposed estimator and show that it outperforms competitors. We apply the proposed method to estimate the effect of adjuvant chemotherapy on survival in patients with early-stage resected non-small cell lung cancer.

《朱子语类》是研究朱子思想的重要文献，在世界范围内尚无英语全译本。本译著是继2014年出版的汉英对照《大中华文库·朱子语类选》（英译九卷）后，第二部英译选本，包括“性理”三卷、治学论三卷、四书论三卷、道家论一卷。泽者重点关注了两个方面：保持原有的价值观念、信念体系、理论形态和表述方式，同时为与异域视野产生亲和力而适当添加内容，以向西方学术过渡和表述，帮助英语读者认识中国这位新儒学思想家。Classified Conversations of Master Zhu is important literature for studying his thought and there has been no English translation of the entire classic available today.Following the bilingual Library of Chinese Classics' Selection.s from Classified Conversations of Zhu Xi （2014） with English translation of nine books.this is an English translation of ten more books， including three on nature and principle， three on pursuit of learning.three on the Four Books.and one on Daoism.The translators strove to retain as much as possible the original values， beliefs， and theoretical conceptions， as well as their conveying ways.and meanwhile， create affinity with the readership by information compensation.so as to render their English version readily accessible to the West academic community for effective communication， affording English readers a potent encounter with the Chinese Neo-Confucian thinker.

The inversion of directions is an important operation with directions which plays an important role in qualitative spatial reasoning and spatial queries. In this work, we address on the inversion operation of the basic cardinal direction relations in the model of Goyal. The direction relation matrix model proposed by Goyal is a projection-based model for spatial direction relations between regions. This model is simple in calculation and easy to carry out formal reasoning, which is considered as currently one of the most excellent models for representation and qualitative reasoning with cardinal direction relations in two-dimensional space. This work aims to realize the automatic inference and calculation of the inverse of the basic cardinal direction relations in the model of Goyal and further to improve the ability of spatial reasoning and spatial analysis of spatial database. In order to avoid the complicated manual reasoning, an algorithm for automatically performing the inverse operation on this model is devised by means of the operations of direction relation matrix. Theorems are provided to prove formally that our algorithm is correct and complete, which is also verified by comparing the result of our algorithm with that of manual reasoning for each basic cardinal direction relation. This study realized the automatic inference and calculation of the inverse of the basic cardinal direction relations in the model of Goyal and further improved the ability of spatial reasoning and spatial analysis of spatial database.

張載思想在當代儒學界引發熱烈論辯， 他是「理學宗師」？還是「氣學之祖」？ 是「唯物論／唯氣論」者？ 還是「即存有即活動」的儒家「心性論」、「道德的形上學」？ 針鋒相對的各種詮釋，使得張載格外具有研究趣味， 也展現他在當代儒學上的學術潛力。 《當代張載學》對張載的關懷集中在心性論與氣化論的交涉之上。作為北宋理學宗師，如同牟宗三以「天道性命相貫通」為張載的中心課題，唐君毅以「人道合天道之道」標示橫渠學性格，天、道、性、心的確是張載經常使用的核心語詞，張載學乃是儒家傳統意義下的心性論與道德形上學。然而在心性論之外，張載同時使用大量的氣論語言，並且經常在氣化流行中説明世界誠明、物與無妄。由此形成的大有哲學，正是對抗佛老的利器。切割大量氣論，無疑違反《正蒙》初心。「太虛即氣」正是張載刻意把氣帶入天道性命論域的新哲學命題。 可惜的是，理學內部高舉〈西銘〉，貶抑《正蒙》，「以氣說道」成為對張載經常使用的批評。相較於張載在理學史上未被善待的命運，一九四九年後唯物論氣學與新儒家心性論，或晚近新儒家心性論與先天型氣學的論辯，張載卻是一重要戰場。當中牽涉對氣的理解，也摻雜政治對立因素，並涉及儒學典範的挑戰。一個張載，多種面貌，其間的拮抗張力使當代張載研究更有挑戰性。張載強調兩端一致、兼體無累，本書相信不僅唯心、唯物對立框架不適用於張載，也認為心性論與氣化論不必然是二擇一的選題。張載具有打破二元框架、平視心物的潛力，此有待於重新檢證其氣學性格。