Exploring the impact of customer awareness on customer engagement in E-commerce: Moderating effect of customer age and gender

Sentiment analysis is a rapidly growing field of research due to the explosive growth in digital information. In the modern world of artificial intelligence, sentiment analysis is one of the essential tools to extract emotion information from massive data. Sentiment analysis is applied to a variety of user data from customer reviews to social network posts. To the best of our knowledge, there is less work on sentiment analysis based on the categorization of users by demographics. Demographics play an important role in deciding the marketing strategies for different products. In this study, we explore the impact of age and gender in sentiment analysis, as this can help e-commerce retailers to market their products based on specific demographics. The dataset is created by collecting reviews on books from Facebook users by asking them to answer a questionnaire containing questions about their preferences in books, along with their age groups and gender information. Next, the paper analyzes the segmented data for sentiments based on each age group and gender. Finally, sentiment analysis is done using different Machine Learning (ML) approaches including maximum entropy, support vector machine, convolutional neural network, and long short term memory to study the impact of age and gender on user reviews. Experiments have been conducted to identify new insights into the effect of age and gender for sentiment analysis.

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Estimation of liver size for liver transplantation: The impact of age and gender

Liver Transplantation ◽

10.1002/lt.20113 ◽

2004 ◽

Vol 10 (5) ◽

pp. 678-685 ◽

Cited By ~ 69

Author(s):

Alexander Choukèr ◽

André Martignoni ◽

Martin Dugas ◽

Wolfgang Eisenmenger ◽

Rolf Schauer ◽

...

Keyword(s):

Liver Transplantation ◽

Liver Size ◽

Age And Gender ◽

And Gender ◽

The Impact

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Bargaining over Remittances in Tajik Extended Families

Central Asian Affairs ◽

10.30965/22142290-12340003 ◽

2021 ◽

Vol 8 (3) ◽

pp. 229-250

Author(s):

Sabiha Yeasmin Rosy ◽

Fatemeh Nejati

Keyword(s):

International Migration ◽

Labor Migration ◽

Gender Norms ◽

Transnational Families ◽

Age And Gender ◽

Extended Families ◽

And Gender ◽

The Impact ◽

Gender Specific

Abstract This study investigates the impact of male labor migration upon wives living among their husbands’ extended families in Tajikistan. It studies the risks and choices available to such wives in bargaining for remittances, with a particular focus on the risks that daughters-in-law (kelin in Tajik) undertake when negotiating remittances with their mothers-in-law. This paper explores age and gender-specific norms in Tajik transnational families and their minimal opportunities for kelins to bargain and negotiate the risks associated with making “claims” on remittances by using Deniz Kandiyoti’s “patriarchal bargain” and Bina Agarwal’s household bargain framework, as well as extensive fieldwork conducted in Tajikistan. The study concludes that international migration and remittances have had a complex impact on gender norms in Tajikistan, with emerging new forms of passive negotiation by kelins unlikely to undermine patriarchal gender norms in their favor.

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Patients’ general satisfaction with the appearance of anterior maxillary teeth

Vojnosanitetski pregled ◽

10.2298/vsp151110248l ◽

2017 ◽

Vol 74 (6) ◽

pp. 520-525 ◽

Cited By ~ 1

Author(s):

Vlatka Lajnert ◽

Daniela Kovacevic-Pavicic ◽

Hrvoje Pezo ◽

Aleksandra Stevanovic ◽

Tatjana Jovic ◽

...

Keyword(s):

Dental Plaque ◽

Negative Influence ◽

Cross Sectional ◽

Age And Gender ◽

Tooth Shape ◽

General Satisfaction ◽

Anterior Teeth ◽

Dental Appearance ◽

And Gender ◽

The Impact

Background/Aim. Dental appearance plays an important role in practically all personal social interactions. The main factors that define the dental appearance are tooth colour, shape and position, quality of restoration, and the general position of the teeth in arch, especially in the anterior region. The aim of this study was to evaluate the impact of dental status (tooth shape, fracture, dental and prosthetic restorations and presence of plaque) on patient''s satisfaction with the dental appearance, controlling for the age and gender. Methods. A total of 700 Caucasian subjects (439 women) aged 18?86 (median 45 years) participated in the cross-sectional study. Study included clinical examination and self-administrated questionnaire based on selfperceived aesthetics and satisfaction with the appearance of their maxillary anterior teeth. Results. A regression analysis demonstrated that presence of dental plaque, tooth fracture, composite fillings and crowns had significant independent contribution and were negative predictors of satisfaction with teeth appearance. Participants with presence of plaque on upper teeth (p < 0.001), fractures (p = 0.005), composite fillings (p < 0.001) and crowns (p = 0.032) were less satisfied than those without it. Model explains 12% or variance of general satisfaction with the appearance of maxillary frontal teeth (p < 0.001) and the major contributors are composite fillings (5.3%) and plaque (3.2%). Tooth shape, age and gender were not significant predictors of satisfaction. Conclusion. Satisfaction with the teeth appearance is under the influence of many factors with significant negative influence of presence of dental plaque, fractures, composite restorations, and crowns.

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The Impact of Air Pollution (PM2.5) on Atherogenesis in Modernizing Southern versus Northern China

Atmosphere ◽

10.3390/atmos12121552 ◽

2021 ◽

Vol 12 (12) ◽

pp. 1552

Author(s):

Kamsang Woo ◽

Changqing Lin ◽

Yuehui Yin ◽

Dongshuang Guo ◽

Ping Chook ◽

...

Keyword(s):

Risk Factors ◽

Air Pollution ◽

Northern China ◽

Age And Gender ◽

Carotid Imt ◽

Southern Chinese ◽

Northern Chinese ◽

Traditional Risk Factors ◽

And Gender ◽

The Impact

To evaluate the impact of PM2.5 air pollution on atherogenic processes in modernizing Southern versus Northern China, we studied 1323 asymptomatic Chinese in Southern and Northern China in 1996–2007. PM2.5 exposure and metabolic syndrome (MS) were noted. Brachial flow-mediated dilation (endothelial function FMD) and carotid intima-media thickness (IMT) were measured by ultrasound. Although age and gender were similar, PM2.5 was higher in Northern China than in Southern China. The Northern Chinese were characterized by lower lipids, folate and vitamin B12, but higher age, blood pressures, MS and homocysteine (HC) (p = 0.0015). Brachial FMD was significantly lower and carotid IMT was significantly greater (0.68±0.13) in Northern Chinese, compared with FMD and IMT (0.57 ± 0.13, p < 0.0001) in Southern Chinese. On multivariate regression, for the overall cohort, carotid IMT was significantly related to PM2.5, independent of location and traditional risk factors (Model R2 = 0.352, F = 27.1, p < 0.0001), while FMD was inversely related to gender, age, and northern location, but not to PM2.5. In Southern Chinese, brachial FMD was inversely correlated to PM2.5, independent of age, whereas carotid IMT was significantly related to PM2.5, independent of age and gender. In Northern Chinese, brachial FMD was inversely related to gender only, but not to PM2.5, while carotid IMT was related to traditional risk factors. Despite a higher PM2.5 pollution in Northern China, PM2.5 pollution was more significantly associated with atherogenic surrogates in Southern compared to Northern Chinese. This has potential implications for atherosclerosis prevention.

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DAMPAK PENAMBANGAN EMAS TERHADAP LINGKUNGAN DI DESA TAMILOUW KECAMATAN AMAHAI, KABUPATEN MALUKU TENGAH

JURNAL HUTAN PULAU-PULAU KECIL ◽

10.30598/jhppk.2021.5.1.90 ◽

2021 ◽

Vol 5 (1) ◽

pp. 90-96

Author(s):

Debbi V Pattimahu ◽

Antho Netty Siahaya ◽

Terezia V Pattimahu

Keyword(s):

Gold Mining ◽

Economic Aspect ◽

Social Aspects ◽

Environmental Damage ◽

Mining Activities ◽

Age And Gender ◽

The Social ◽

And Gender ◽

Traditional Processing ◽

The Impact

Natural resource management that does not pay attention to the principles of conservation of natural resources and the environment will have negative implications for environmental sustainability. With the discovery of gold on the coast of Tamiouw Village at this time, residents' activities have shifted to gold mining activities in the coastal area of Tamilouw. This study aims to determine the impact of gold mining on the physical environment in Tamilouw Village, Amahai District, Central Maluku Regency, as well as to determine the impact of gold mining on the social and economic environment of the local community. The research was conducted using non-experimental methods, namely exploratory descriptive, field observations and literature study. The results showed that gold mining carried out in Tamilouw Village uses mercury in the process of separating gold from sand, although there are also some people who carryout traditional processing. What some people are worried about is that the disposal of mercury waste is not carried out according to the required procedures, so that it will have an impact on environmental damage. The existence of mining activities does not affect the social aspects, namely education, health and age and gender; while from the economic aspect, it also contributes to increasing people's income. Keywords : Gold mining, environment, Tamilouw Villageout traditional processing. What some people are worried about is that the disposal of mercury waste is not carried out according to the required procedures, so that it will have an impact on environmental damage. The existence of mining activities does not affect the social aspects, namely education, health and age and gender; while from the economic aspect, it also contributes to increasing people's income.

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The Impact of Age and Gender Diversity on Oganisational Commitment

Mediterranean Journal of Social Sciences ◽

10.5901/mjss.2014.v5n1p657 ◽

2014 ◽

Author(s):

Raymond Toga ◽

Nombali P Qwabe ◽

Themba Q Mjoli

Keyword(s):

Gender Diversity ◽

Age And Gender ◽

And Gender ◽

The Impact

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Rape, inequality and the criminal justice response in England: The importance of age and gender

Criminology & Criminal Justice ◽

10.1177/1748895819863095 ◽

2019 ◽

pp. 174889581986309

Author(s):

Sarah-Jane Lilley Walker ◽

Marianne Hester ◽

Duncan McPhee ◽

Demi Patsios ◽

Anneleise Williams ◽

...

Keyword(s):

Criminal Justice ◽

Sexual Violence ◽

Criminal Justice System ◽

Justice System ◽

Minority Ethnic Group ◽

Gender Based Violence ◽

Age And Gender ◽

And Gender ◽

The Impact ◽

Criminal Justice Response

This article draws upon quantitative and content analysis of 585 reports of rape recorded within two police force areas in England in 2010 and in 2014 tracking individual incidents to eventual outcome to examine the impact, if any, of intersecting inequalities on trajectories of rape cases reported to police. The data were collected as part of the wider Economic and Social Research Council funded Justice, Inequality and Gender-Based Violence research project which examined victim-survivor experiences and perspectives on justice. Building on existing distinctions between types of rape case based on the relationship between victim-survivor and accused, the results suggest age and gender are significant factors in how sexual violence, and the criminal justice system, is experienced. While younger women and girls were disproportionately affected by certain types of sexual violence case and more likely to come into contact with the criminal justice system compared to men and older women, they were not necessarily more likely to achieve a conviction. The findings also confirm that some of the most vulnerable victims-survivors of sexual violence, especially those with poor mental health, are still not achieving criminal justice. Victims-survivors from Black and minority ethnic group or lesbian, gay, bisexual, transgender, transsexual, queer groups are underrepresented within the criminal justice system, implying these groups are not seeking a criminal justice response in the same way as ‘white’ heterosexual victims-survivors.

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