scholarly journals Personal Trajectory with Ring Structure Network: Algorithms and Experiments

2021 ◽  
Vol 2021 ◽  
pp. 1-8
Author(s):  
Guoqi Liu ◽  
Ruonan Gu ◽  
Jiantao Wang ◽  
Weidong Yan

Network theory has provided a new analytical tool for the study of human trajectory and has also achieved rapid development in the complex network field. Conventional network model or complex network model ignores some details and cannot display the most remarkable features for a GPS based personal trajectory. It is necessary to set up a new personal trajectory model. For the purpose of researching the characteristics of trajectory for one person in a long time, we collected a GPS based personal LifeLog dataset named Liu Lifelog in the past 9 years. This paper analyzed the Liu Lifelog and proposed a ring structure personal trajectory (RSPT) model based on the basic complex network model. We discussed the definition, source, characteristic and attribute of the RSPT model and tested the model with the dataset which was provided by the Geolife project and verified that the model described the characteristic of trajectory for a person well. The result shows that this model is feasible and it can predict the human behavior characteristics more accurately and effectively.

2011 ◽  
Vol 181-182 ◽  
pp. 14-18
Author(s):  
Yi He

At the background of archives blog on Internet, this paper constructs a directed complex network model, and analyzes the network characters such as degree distribution. To verify its efficiency, we collect blogs’ information and set up a complex network..From the analysis result of the simulation and demonstration network, we know that they have the same characters, which show that, the virtual society network has small-world effect and scale-free character compared with real society network. The results indicate that the establishment of archives blog is favor to spread rapidly archives information, improve information sharing efficiency and promote the development of archives technology.


Author(s):  
T. E. Yanko ◽  
◽  

During the last twenty years, the Russian adverb davno ‘long ago, for a long time’ was widely discussed in literature. It was recognized that the unique parameter of davno is its inability to be the theme of a sentence. Moreover, if davno functions in the context of aspectual forms relating to the past it can only be the rheme. In the context of the aspectual verbal forms relating to the past but preserving the connection with the moment of speech, davno can be either the rheme proper, or a component of the rheme. A classic example of an aspectual verb form referring to the past is the general factual meaning of the imperfective aspect. At present, the spoken data corpora can shed light on the communicative structure analysis, since the prosodic structure of the sound speech provides a straightforward access to the communicative structure. Novel parameters of davno are as follows. 1) Whereas davno is traditionally recognized as a word of rhematic polarity it can nevertheless function as a component of the theme in the context of attributive clauses and constructions (Davno soglasovannyj visit dolzhen byl sostojatjsja v aprele ‘A visit planned long ago would take place in April’). 2) The general factual meaning of the imperfective aspect, contrary to what was assumed before, is not an absolute prerequisite for davno to function as the rheme. The spoken corpus showed that in the context of negation and in the context of the verbs of speech, the general factual allows for davno to function as a component of the rheme but not the rheme proper (Ja davno tebja ne videl ‘I have not been seeing you for a long time’; My davno govorili, chto nasha zadacha — eto borjba s terrorismom ‘We have been insisting for a long time that our main goal is the struggle against terrorism’). 3) A specific type of questions with the initial davno (as well as with other adverbs with the meaning of a considerable quantity like chasto ‘often’, mnogo ‘much’, and daleko ‘far away’) is singled out. Such questions cannot be unambiguously classified either as yes-no-questions or as wh-questions (I davno vy zdesj stoite? ‘And how long are you staying here?’). A description of unique prosody of such questions is given. 4) In the context of discourse continuity, davno acquires the rising prosody which is in fact uncharacteristic of a word, which is unable be the theme (Xotel eto sdelat’ davno, no teperj sdelaju tochno ‘I wished to do it long ago, but now I will do it for sure’). The rising tone is accounted for by the meaning of continuity, which has the same prosody as the theme. 5) In constructions kogda-to davno ‘once upon a time’, ochenj davno ‘very long ago’, davno-davno ‘very long ago’, davnymdavno ‘very long ago’, dovoljno davno ‘quite long ago’, ne tak davno ‘not so long ago’ davno loses its rhematic polarity. The parameters of davno are exemplified by spoken fragments taken from the Multimodal corpus of the Russian National corpus, and the minor working collection of the Russian speech recordings specifically set up for this investigation. The software program Praat was used in the process of analyzing the sound data.


2019 ◽  
Vol 2 (4) ◽  
Author(s):  
Hao Wang

Towards current modern society, our country’s library and information science is not only rapid development, but it also has won the favor of many researchers in more than a decade of development. Due to new technology elements and methods are widely used in the discipline of library and information science, cause society our country’s library and information science has entered a new stage with the development of information industry. This paper is based on the research theory of co-occurrence analysis, clustering co-occurrence analysis of references, social network co-occurrence analysis from researchers and research institutions of the field of library and information science, to have more precise and in depth research on the research focus of the library and information science, the authors themselves and the research institutions circumstances over the past few years. At the same time, the theory is used to analyze the effects and analysis of accurate data, to ensure that researchers can analyze the theory of library and information science for a long time.


Author(s):  
Tian Lu ◽  
Qinxue Chen ◽  
Zeyu Liu

Although cyclo[18]carbon has been theoretically and experimentally investigated since long time ago, only very recently it was prepared and directly observed by means of STM/AFM in condensed phase (Kaiser et al., <i>Science</i>, <b>365</b>, 1299 (2019)). The unique ring structure and dual 18-center π delocalization feature bring a variety of unusual characteristics and properties to the cyclo[18]carbon, which are quite worth to be explored. In this work, we present an extremely comprehensive and detailed investigation on almost all aspects of the cyclo[18]carbon, including (1) Geometric characteristics (2) Bonding nature (3) Electron delocalization and aromaticity (4) Intermolecular interaction (5) Reactivity (6) Electronic excitation and UV/Vis spectrum (7) Molecular vibration and IR/Raman spectrum (8) Molecular dynamics (9) Response to external field (10) Electron ionization, affinity and accompanied process (11) Various molecular properties. We believe that our full characterization of the cyclo[18]carbon will greatly deepen researchers' understanding of this system, and thereby help them to utilize it in practice and design its various valuable derivatives.


Author(s):  
Tian Lu ◽  
Qinxue Chen ◽  
Zeyu Liu

Although cyclo[18]carbon has been theoretically and experimentally investigated since long time ago, only very recently it was prepared and directly observed by means of STM/AFM in condensed phase (Kaiser et al., <i>Science</i>, <b>365</b>, 1299 (2019)). The unique ring structure and dual 18-center π delocalization feature bring a variety of unusual characteristics and properties to the cyclo[18]carbon, which are quite worth to be explored. In this work, we present an extremely comprehensive and detailed investigation on almost all aspects of the cyclo[18]carbon, including (1) Geometric characteristics (2) Bonding nature (3) Electron delocalization and aromaticity (4) Intermolecular interaction (5) Reactivity (6) Electronic excitation and UV/Vis spectrum (7) Molecular vibration and IR/Raman spectrum (8) Molecular dynamics (9) Response to external field (10) Electron ionization, affinity and accompanied process (11) Various molecular properties. We believe that our full characterization of the cyclo[18]carbon will greatly deepen researchers' understanding of this system, and thereby help them to utilize it in practice and design its various valuable derivatives.


Author(s):  
Oriol Bohigas ◽  
Hans A. Weidenmüller

An overview of the history of random matrix theory (RMT) is provided in this chapter. Starting from its inception, the authors sketch the history of RMT until about 1990, focusing their attention on the first four decades of RMT. Later developments are partially covered. In the past 20 years RMT has experienced rapid development and has expanded into a number of areas of physics and mathematics.


Entropy ◽  
2021 ◽  
Vol 23 (3) ◽  
pp. 300
Author(s):  
Mark Lokanan ◽  
Susan Liu

Protecting financial consumers from investment fraud has been a recurring problem in Canada. The purpose of this paper is to predict the demographic characteristics of investors who are likely to be victims of investment fraud. Data for this paper came from the Investment Industry Regulatory Organization of Canada’s (IIROC) database between January of 2009 and December of 2019. In total, 4575 investors were coded as victims of investment fraud. The study employed a machine-learning algorithm to predict the probability of fraud victimization. The machine learning model deployed in this paper predicted the typical demographic profile of fraud victims as investors who classify as female, have poor financial knowledge, know the advisor from the past, and are retired. Investors who are characterized as having limited financial literacy but a long-time relationship with their advisor have reduced probabilities of being victimized. However, male investors with low or moderate-level investment knowledge were more likely to be preyed upon by their investment advisors. While not statistically significant, older adults, in general, are at greater risk of being victimized. The findings from this paper can be used by Canadian self-regulatory organizations and securities commissions to inform their investors’ protection mandates.


2021 ◽  
Vol 13 (8) ◽  
pp. 4592
Author(s):  
Fabio Bothner

The number of emission trading and carbon taxation schemes implemented has grown rapidly over the past decade. Together, they cover approximately 16% of global greenhouse gas (GHG) emissions. Although more than two-thirds of global GHG emissions are related to household consumption, approaches that directly target households, such as personal carbon trading (PCT), do not play a role in the fight against climate change. This is especially puzzling as measures taken so far are not sufficient to reach the 2 °C target. One clue to solving this puzzle comes from political science in the form of the multiple streams approach, which defines criteria that a policy proposal must meet to become part of the political agenda. Based on these criteria, this article conducts a systematic review on PCT to clarify why PCT does not play a role in the reduction of GHG emissions. The results show that there are three main problems with the PCT proposal. First, scholars often criticize the set-up costs as well as the running costs of such a system. Second, there is no clear consensus within the research community on public acceptance of PCT. Third, it is still unclear whether politicians are receptive to PCT or not.


Entropy ◽  
2021 ◽  
Vol 23 (7) ◽  
pp. 816
Author(s):  
Pingping Liu ◽  
Xiaokang Yang ◽  
Baixin Jin ◽  
Qiuzhan Zhou

Diabetic retinopathy (DR) is a common complication of diabetes mellitus (DM), and it is necessary to diagnose DR in the early stages of treatment. With the rapid development of convolutional neural networks in the field of image processing, deep learning methods have achieved great success in the field of medical image processing. Various medical lesion detection systems have been proposed to detect fundus lesions. At present, in the image classification process of diabetic retinopathy, the fine-grained properties of the diseased image are ignored and most of the retinopathy image data sets have serious uneven distribution problems, which limits the ability of the network to predict the classification of lesions to a large extent. We propose a new non-homologous bilinear pooling convolutional neural network model and combine it with the attention mechanism to further improve the network’s ability to extract specific features of the image. The experimental results show that, compared with the most popular fundus image classification models, the network model we proposed can greatly improve the prediction accuracy of the network while maintaining computational efficiency.


2021 ◽  
Vol 12 ◽  
pp. 215013272098771
Author(s):  
S. M. Rashed Ul Islam ◽  
Tahmina Akther ◽  
Md. Abdullah Omar Nasif ◽  
Sharmin Sultana ◽  
Saif Ullah Munshi

SARS-CoV-2 initially emerged in Wuhan, China in late 2019. It has since been recognized as a pandemic and has led to great social and economic disruption globally. The Reverse Transcriptase Real-Time Polymerase Chain Reaction (rtRT-PCR) has become the primary method for COVID-19 testing worldwide. The method requires a specialized laboratory set up. Long-term persistence of SARS-CoV-2 RNA in nasopharyngeal secretion after full clinical recovery of the patient is regularly observed nowadays. This forces the patients to spend a longer period in isolation and test repeatedly to obtain evidence of viral clearance. Repeated COVID-19 testing in asymptomatic or mildly symptomatic cases often leads to extra workload for laboratories that are already struggling with a high specimen turnover. Here, we present 5 purposively selected cases with different patterns of clinical presentations in which nasopharyngeal shedding of SARS-CoV-2 RNA was observed in patients for a long time. From these case studies, we emphasized the adoption of a symptom-based approach for discontinuing transmission-based precautions over a test-based strategy to reduce the time spent by asymptomatic and mildly symptomatic COVID-19 patients in isolation. A symptom-based approach will also help reduce laboratory burden for COVID-19 testing as well as conserve valuable resources and supplies utilized for rtRT-PCR testing in an emerging lower-middle-income setting. Most importantly, it will also make room for critically ill COVID-19 patients to visit or avail COVID-19 testing at their convenience.


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