scholarly journals The Geography of Taste: Using Yelp to Study Urban Culture

2018 ◽  
Author(s):  
Sohrab Rahimi ◽  
Sam Mottahedi ◽  
Xi Liu
Keyword(s):  
Urban Communities ◽  
Language Processing ◽  
Social Dynamics ◽  
Economic Status ◽  
Data Set ◽  
Food Purchases ◽  
User Comments ◽  
The Social ◽  
Service Oriented ◽  
Restaurant Reviews

This study aims to put forth a new method to study the socio-spatial boundaries by using georeferenced community-authored reviews for restaurants. In this study, we show that food choice, drink choice, and restaurant ambience can be good indicators of socio-economic status of the ambient population in different neighborhoods. To this end, we use Yelp user reviews to distinguish different neighborhoods in terms of their food purchases and identify resultant boundaries in 10 North American metropolitan areas. This data-set includes restaurant reviews as well as a limited number of user check-ins and rating in those cities. We use Natural Language Processing (NLP) techniques to select a set of potential features pertaining to food, drink and ambience from Yelp user comments for each geolocated restaurant. We then select those features which determine one’s choice of restaurant and the rating that he/she provides for that restaurant. After identifying these features, we identify neighborhoods where similar taste is practiced. We show that neighborhoods identified through our method show statistically significant differences based on demographic factors such as income, racial composition, and education. We suggest that this method helps urban planners to understand the social dynamics of contemporary cities in absence of information on service-oriented cultural characteristics of urban communities.

scholarly journals The Geography of Taste: Using Yelp to Study Urban Culture

2018 ◽  
Vol 7 (9) ◽  
pp. 376 ◽  
Author(s):  
Sohrab Rahimi ◽  
Sam Mottahedi ◽  
Xi Liu
Keyword(s):  
Urban Communities ◽  
Language Processing ◽  
Social Dynamics ◽  
Food Purchases ◽  
User Comments ◽  
The Social ◽  
Service Oriented ◽  
Restaurant Reviews ◽  
Ambient Population ◽  
Method Show

This study aims to put forth a new method to study the sociospatial boundaries by using georeferenced community-authored reviews for restaurants. In this study, we show that food choice, drink choice, and restaurant ambience can be good indicators of socioeconomic status of the ambient population in different neighborhoods. To this end, we use Yelp user reviews to distinguish different neighborhoods in terms of their food purchases and identify resultant boundaries in 10 North American metropolitan areas. This dataset includes restaurant reviews as well as a limited number of user check-ins and rating in those cities. We use Natural Language Processing (NLP) techniques to select a set of potential features pertaining to food, drink and ambience from Yelp user comments for each geolocated restaurant. We then select those features which determine one’s choice of restaurant and the rating that he/she provides for that restaurant. After identifying these features, we identify neighborhoods where similar taste is practiced. We show that neighborhoods identified through our method show statistically significant differences based on demographic factors such as income, racial composition, and education. We suggest that this method helps urban planners to understand the social dynamics of contemporary cities in absence of information on service-oriented cultural characteristics of urban communities.

scholarly journals Text analysis on health product reviews using r approach

2020 ◽  
Vol 18 (3) ◽  
pp. 1303
Author(s):  
Nasibah Husna Mohd Kadir ◽  
Sharifah Aliman
Keyword(s):  
Language Processing ◽  
Text Summarization ◽  
Unstructured Data ◽  
Product Reviews ◽  
Health Product ◽  
Text Analytics ◽  
Data Set ◽  
Web Based ◽  
The Social ◽  
Key Techniques

In the social media, product reviews contain of text, emoticon, numbers and symbols that hard to identify the text summarization. Text analytics is one of the key techniques in exploring the unstructured data. The purpose of this study is solving the unstructured data by sort and summarizes the review data through a Web-Based Text Analytics using R approach. According to the comparative table between studies in Natural Language Processing (NLP) features, it was observed that Web-Based Text Analytics using R approach can analyze the unstructured data by using the data processing package in R. It combines all the NLP features in the menu part of the text analytics process in steps and it is labeled to make it easier for users to view all the text summarization. This study uses health product review from Shaklee as the data set. The proposed approach shows the acceptable performance in terms of system features execution compared with the baseline model system.

Review of The Social Dynamics of Self-Esteem: Theory to Therapy.

1989 ◽  
Vol 34 (11) ◽  
pp. 1046-1046
Author(s):  
No authorship indicated
Keyword(s):  
Social Dynamics ◽  
Self Esteem ◽  
The Social

A Review and evaluation of Machine Translation methods for Lumasaaba

2020 ◽  
pp. 3-17
Author(s):  
Peter Nabende
Keyword(s):  
Natural Language Processing ◽  
Natural Language ◽  
Machine Translation ◽  
Language Processing ◽  
Research Area ◽  
Data Driven ◽  
East African ◽  
Data Set ◽  
African Languages ◽  
Translation Methods

Natural Language Processing for under-resourced languages is now a mainstream research area. However, there are limited studies on Natural Language Processing applications for many indigenous East African languages. As a contribution to covering the current gap of knowledge, this paper focuses on evaluating the application of well-established machine translation methods for one heavily under-resourced indigenous East African language called Lumasaaba. Specifically, we review the most common machine translation methods in the context of Lumasaaba including both rule-based and data-driven methods. Then we apply a state of the art data-driven machine translation method to learn models for automating translation between Lumasaaba and English using a very limited data set of parallel sentences. Automatic evaluation results show that a transformer-based Neural Machine Translation model architecture leads to consistently better BLEU scores than the recurrent neural network-based models. Moreover, the automatically generated translations can be comprehended to a reasonable extent and are usually associated with the source language input.

The Social Dynamics of Economic Development in Rural Punjab

Asian Survey ◽  
1970 ◽  
Vol 10 (4) ◽  
pp. 336-347 ◽  
Author(s):  
Harry M. Raulet ◽  
Jogindar S. Uppal
Keyword(s):  
Economic Development ◽  
Social Dynamics ◽  
The Social

Conceptual foundations for the development of J.G.Turner’s general sociological theory: Metatheoretical ideas, basic concepts and analytical scheme

2019 ◽  
pp. 40-60
Author(s):  
Volodymyr Reznik
Keyword(s):  
Social Evolution ◽  
Social Dynamics ◽  
Sociological Theory ◽  
Social Forces ◽  
Analytical Scheme ◽  
Initial Stage ◽  
The Social ◽  
Production Distribution ◽  
Basic Concepts ◽  
Conceptual Foundations

The article discusses the conceptual foundations of the development of the general sociological theory of J.G.Turner. These foundations are metatheoretical ideas, basic concepts and an analytical scheme. Turner began to develop a general sociological theory with a synthesis of metatheoretical ideas of social forces and social selection. He formulated a synthetic metatheoretical statement: social forces cause selection pressures on individuals and force them to change the patterns of their social organization and create new types of sociocultural formations to survive under these pressures. Turner systematized the basic concepts of his theorizing with the allocation of micro-, meso- and macro-levels of social reality. On this basis, he substantiated a simple conceptual scheme of social dynamics. According to this scheme, the forces of macrosocial dynamics of the population, production, distribution, regulation and reproduction cause social evolution. These forces force individual and corporate actors to structurally adapt their communities in altered circumstances. Such adaptation helps to overcome or avoid the disintegration consequences of these forces. The initial stage of Turner's general theorizing is a kind of audit, modification, modernization and systematization of the conceptual apparatus of sociology. The initial results obtained became the basis for the development of his conception of the dynamics of functional selection in the social world.

Scham und Autonomie

2012 ◽  
Vol 2012 (1) ◽  
pp. 163-192
Author(s):  
Sonja Rinofner-Kreidl
Keyword(s):  
Decision Making ◽  
Social Dynamics ◽  
Self Esteem ◽  
Self Determination ◽  
Intentional Content ◽  
Conceptual Clarification ◽  
The Social ◽  
Conventional Behavior ◽  
And Control

Autonomy is associated with intellectual self-preservation and self-determination. Shame, on the contrary, bears a loss of approval, self-esteem and control. Being afflicted with shame, we suffer from social dependencies that by no means have been freely chosen. Moreover, undergoing various experiences of shame, our power of reflection turns out to be severly limited owing to emotional embarrassment. In both ways, shame seems to be bound to heteronomy. This situation strongly calls for conceptual clarification. For this purpose, we introduce a threestage model of self-determination which comprises i) autonomy as capability of decision-making relating to given sets of choices, ii) self-commitment in terms of setting and harmonizing goals, and iii) self-realization in compliance with some range of persistently approved goals. Accordingly, the presuppositions and distinctive marks of shame-experiences are made explicit. Within this framework, we explore the intricate relation between autonomy and shame by focusing on two questions: on what conditions could conventional behavior be considered as self-determined? How should one characterize the varying roles of actors that are involved in typical cases of shame-experiences? In this connection, we advance the thesis that the social dynamics of shame turns into ambiguous positions relating to motivation, intentional content,and actors’ roles.

Book Review: Toshchenko Zh.T. Trauma Society: Between Evolution and Revolution (The Experience of Theoretical and Empirical Analysis). Moscow: Ves’ Mir, 2020

2020 ◽  
Vol 63 (4) ◽  
pp. 152-159
Author(s):  
Vladimir V. Krivosheev
Keyword(s):  
Social Life ◽  
Social Dynamics ◽  
Sociological Theory ◽  
Modern Society ◽  
Russian Society ◽  
Trauma Society ◽  
The Social ◽  
New Research ◽  
Further Development

The review reveals the basic conceptions elaborated by one of the major Russian modern sociologists Zh.T. Toshchenko in his new research. The reviewer argues that the book’s author thoroughly examines the various methodological grounds for identifying the essential characteristics of social dynamics. At the same time, the reviewer focuses on the further development of the theory of modern society, proposed by the book’s author. Thus, Zh.T. Toshchenko, who spent many years researching social deformations, formulates an important concept – the concept of a society of trauma as the third modality of social development along with evolution and revolution. The book offers a fundamentally new view of social life, there is a holistic, systematic approach to all its processes and phenomena. The reviewer concludes that the new book of the social theorist Zh.T. Toshchenko is a significant contribution to sociological theory, since it develops ideas about the state and prospects of Russian society, gives accurate assessments of all social processes.

The social wasp Vespula germanica (Fabricius) (Hymenoptera: Vespidae) population dynamics in England over 39 years.

2018 ◽  
Vol 154 (2) ◽  
pp. 149-155
Author(s):  
Michael Archer
Keyword(s):  
Population Dynamics ◽  
Population Dynamic ◽  
Ecological Factors ◽  
Social Wasp ◽  
Data Sets ◽  
Data Set ◽  
Vespula Germanica ◽  
The Social ◽  
Minimum Number ◽  
Suction Traps

1. Yearly records of worker Vespula germanica (Fabricius) taken in suction traps at Silwood Park (28 years) and at Rothamsted Research (39 years) are examined. 2. Using the autocorrelation function (ACF), a significant negative 1-year lag followed by a lesser non-significant positive 2-year lag was found in all, or parts of, each data set, indicating an underlying population dynamic of a 2-year cycle with a damped waveform. 3. The minimum number of years before the 2-year cycle with damped waveform was shown varied between 17 and 26, or was not found in some data sets. 4. Ecological factors delaying or preventing the occurrence of the 2-year cycle are considered.

Socio-Economic Status of Dalits Community in Sindhuli District

Patan Pragya ◽  
2019 ◽  
Vol 5 (1) ◽  
pp. 154-161
Author(s):  
Bed Prasad Neupane
Keyword(s):  
Social Status ◽  
Total Population ◽  
Economic Condition ◽  
Economic Status ◽  
Social Awareness ◽  
Service Work ◽  
Level Of Education ◽  
Socio Economic Status ◽  
The Social ◽  
Traditional Occupation

This study is based on Kamalamai Municipality, Sindhuli District. There are 56 households of Dalit (Damai 29 and Kami 27) in this area. The census method was used in the study where, total population is 365 from 56 households. Among them, 172 were male and 193 were female. The general objectives of this study are to identify demographic and socio-economic status of Dalits and to find out causes of deprivation of Dalits people in the community. They worked as agricultural labour and service work. Their income is less than their expenditure. Most of them are uneducated but nowadays, the level of education has increased so that their children go to school and college. Only 39 percent were literate and only 7 percent Dalits have passed SLC and +2. They give priority on arrange marriage. Youth generation doesn't like the traditional occupation and skills. They use a lot of alcohol (Jaad and Raski) in the festivals and rituals ceremony however the economic condition of Dalit is poor so many children of them are forced to dropout from schools because their parents cannot afford their education fees. The social status of the females in the Dalit community is very low than the males in the society. After the father's death all the properties is transferred to the son. The main causes for degrading status of Dalits are due to poverty, lack of education and lack of social awareness. So far, there have not been any kinds of policies and plans to uplift the Dalit community in this area.

Sign in / Sign up

Export Citation Format

Share Document