Analysis of Home Location Estimation with Iteration on Twitter Following Relationship

User's home locations are used by numerous social media applications, such as social media analysis. However, since the user's home location is not generally open to the public, many researchers have been attempting to develop a more accurate home location estimation. A social network that expresses relationships between users is used to estimate the users' home locations. The network-based home location estimation method with iteration, which propagates the estimated locations, is used to estimate more users' home locations. In this study, we analyze the function of network-based home location estimation with iteration while using the social network based on following relationships on Twitter. The results indicate that the function that selects the most frequent location among the friends' location has the best accuracy. Our analysis also shows that the 88% of users, who are in the social network based on following relationships, has at least one correct home location within one-hop (friends and friends of friends). According to this characteristic of the social network, we indicate that twice is sufficient for iteration.Comment: The 2016 International Conference on Advanced Informatics: Concepts, Theory and Application (ICAICTA2016

Regulation of pH attenuates toxicity of a byproduct produced by an ethanologenic strain of Sphingomonas sp. A1 during ethanol fermentation from alginate

Marine macroalgae is a promising carbon source that contains alginate and mannitol as major carbohydrates. A bioengineered ethanologenic strain of the bacterium Sphingomonas sp. A1 can produce ethanol from alginate, but not mannitol, whereas the yeast Saccharomyces paradoxus NBRC 0259–3 can produce ethanol from mannitol, but not alginate. Thus, one practical approach for converting both alginate and mannitol into ethanol would involve two-step fermentation, in which the ethanologenic bacterium initially converts alginate into ethanol, and then the yeast produces ethanol from mannitol. In this study, we found that, during fermentation from alginate, the ethanologenic bacterium lost viability and secreted toxic byproducts into the medium. These toxic byproducts inhibited bacterial growth and killed bacterial cells and also inhibited growth of S. paradoxus NBRC 0259–3. We discovered that adjusting the pH of the culture supernatant or the culture medium containing the toxic byproducts to 6.0 attenuated the toxicity toward both bacteria and yeast, and also extended the period of viability of the bacterium. Although continuous adjustment of pH to 6.0 failed to improve the ethanol productivity of this ethanologenic bacterium, this pH adjustment worked very well in the two-step fermentation due to the attenuation of toxicity toward S. paradoxus NBRC 0259–3. These findings provide information critical for establishment of a practical system for ethanol production from brown macroalgae

Extraction of Disaster Area from Satellite Image by combining Machine Learning and Image Processing Technology

In recent years, heavy rain which frequently occurred in various places in Japan have been caused severe damage. It is important to identify the damaged area for disaster recovery and reconstruction. In this study, we focus on the optical satellite images that are easy to process and interpret, and extract the damaged area by combining a land cover classification method using machine learning and an additive color mixture method. As the results, it is possible to visually express the land cover changes before and after the disasters in a specific category and to extract the damaged area from the optical satellite image

Proton-switchable vapochromic behaviour of a platinum(II)-carboxy-terpyridine complex

We synthesized a carboxy-substituted Pt(II)-terpyridine complex, i.e. [PtCl(Hctpy)] Cl ([1H] Cl; Hctpy = 4'-carboxy-2,2': 6',2''-terpyridine), that shows interesting switchable vapochromic behaviour upon protonation/deprotonation of the carboxy group. The as-synthesized dark-blue amorphous-like solid [1H] Cl center dot 3H(2)O was converted to a yellow crystalline solid, [1H] Cl center dot H2O, upon exposure to various polar organic solvent vapours (e.g., acetonitrile, ethanol, 1-propanol, and dichloromethane), which promote the removal of water molecules. The reaction of [1H] Cl center dot 3H(2)O with aqueous ammonia afforded a deprotonated bright-yellow crystalline complex, i.e. [PtCl(ctpy)]center dot H2O (1 center dot H2O), which exhibits red luminescence with an emission maximum at 622nm. Although the colour of 1 center dot H2O was not affected by exposure to various polar organic solvent vapours, interesting vapochromic luminescence with a remarkable red-shift of the emission maximum from 622 to 652 nm was observed upon exposure to saturated water vapour to form orange crystalline 1 center dot 3.5H(2)O X-ray structural analysis revealed that the planar and neutral complex molecule 1 forms a one-dimensional columnar structure with an intermolecular Pt center dot center dot center dot Pt distance of 3.518(2) angstrom in the orange crystall 1 center dot 3.5H(2)O, while the cationic molecule [1H](+) in the protonated form, [1H] Cl center dot H2O, generates a dimeric structure with an intermolecular Pt center dot center dot center dot Pt distance of 3.439(2) angstrom. This difference suggests that the vapochromic behaviours of the protonated and deprotonated forms could be caused by structural changes induced by water-vapour adsorption/desorption, which affect the intermolecular Pt. Pt distance, thereby changing the energy of the metal-metal-to-ligand charge-transfer (MMLCT) transition. These contrasting results for the protonated and deprotonated complexes clearly indicate that the hydrophilicity of complex 1 is significantly affected by protonation/deprotonation of the carboxy group. In addition, quasi-reversible conversion between [1H] Cl center dot 3H(2)O and 1 center dot H2O was achieved by exposure of the protonated and deprotonated forms to triethylamine and humid hydrochloric acid vapours, respectively

ワガ クニ ノ シャカイ ホショウ セイド ニ オケル ジェンダー ビョウドウ

In Japan, basic frame of social security system was constructed right after World War II. The then background of Japanese society was different from today. A large number of family member was able to income distribution among domestic members. However, at present, domestic income distribution does not work sufficiently. Because,the size is reduced in Japanese family. Then we are under the necessity of doing review Japanese social security system. This paper look social security system over again, principally, about social insurance system. It look for balance of gender equality and fiscal situation. First theme is consideration for public health insurance. Japanese public health insurance is divided insured into four groups. The groups include one self-employed group and three employee groups. self-employed group is most severe shortage of premium from insured. This group include insured who does not have job or contingent worker. This group is key for sustainability of Public health insurance system. From this point of view, this Paper review public health insurance. Second theme is public pension system. Pension system is the same as health insurance system on fiscal point. And self-employed group can not expect decent amount of pension benefit. These situation will bring about degradation in the function of social security system. And evidently, the fragile group include a large number of female as spouse of contingent worker or contingent worker herself.This paper will consider the above problem, in addition, the other Japanese social insurance that care insurance for elderly, unemployment insurance and occupational accident insurance

ワガクニニオケルボシセタイトシャカイホショウセイド <ケンキュウノート>

The number of single-mother households has been increasing in Japan.Single mothers face poor labor conditions because of their limited career,choices and therefore they tend to become poor.This paper examines the difficulty of their living conditions,and discusses their situation from the viewpoint of gender studies. In the first section,we provide an overview of single-mother and single father households,using the data reported by the Japanese Ministry of Health,Labor,and Welfare.In the second section,we examine the present situation of single-mother households in terms of employment,income level,residence,andbenefits from the social security system,such as child rearing allowance,public loans for single-mother and child,public pension,and public assistance.Also,we compare poverty rates between Japan and other countries.In the third section,we discuss the self-reliance support for single-mother households and the reconstruction of social security systems by drawing on the ILO\u27s concept ofDecent Work. We insist on the need for improvement of working conditionsand income levels for single-mother households and increased awareness of Decent Work in society

A novel nonsense mutation in a Japanese family with ataxia with oculomotor apraxia type 2 (AOA2)

We report a 67-year-old Japanese woman with ataxia with oculomotor apraxia type 2 (AOA2). She was born to consanguineous parents and showed a teenage onset, a slowly progressive cerebellar ataxia and sensory-motor neuropathy and an elevated level of serum alpha-fetoprotein (AFP). All of these clinical features were consistent with typical AOA2. She lacked oculomotor apraxia, as frequently observed in previously reported AOA2 patients. She was homozygous for a novel nonsense mutation, Glu385Ter (E385X), in the senataxin gene (SETX). To our knowledge, this is the fifth Japanese family with genetically confirmed AOA2. The mutations in SETX in Japanese AOA2 families are heterogeneous, except for M274I, which has been found in two unrelated families. More extensive screening by serum AFP followed by molecular genetic analysis of SETX in patients with Friedreich's ataxia-like phenotype may show that AOA2 is more common in Japan than previously thought. Journal of Human Genetics (2009) 54, 746-748; doi: 10.1038/jhg.2009.104; published online 6 November 2009ArticleJOURNAL OF HUMAN GENETICS. 54(12):746-748 (2009)journal articl