DESIGN AND IMPLEMENTATION OF FAKE NEWS DETECTION SYSTEM USING MACHINE LEARNING ALGORITHM

DESIGN AND IMPLEMENTATION OF FAKE NEWS DETECTION SYSTEM USING MACHINE LEARNING ALGORITHM

CHAPTER ONE/INTRODUCTION

Fake News” is a term used to represent fabricated news or propaganda comprising misinformation communicated through traditional media channels like print, and television as well as non-traditional media channels like social media. (Thota et al, 2018 ). (Sharma et al, 2007)   describes it as the intentional or unintentional spread of false information on public platform.  Baptiste et al 2020 seems to veer of from the conceptions of the formers but rather posited that the definition of fake news is shrouded in controversy, with no generally accepted all- encompassing scholarly definition. According to them, the term has been in use since the 19th century but its meaning has undergone several changes over the years, becoming popular in 2016, during the American presidential election campaign. Farkas and Fau, 2008 were of the opinion that the Former U.S President Donald Trump popularized the term during electioneering campaign to label all journalism that did not favour his campaign.

Quoting Menes, 2008, Baptiste et al 2020 explained that since then, the concept of fake news has been repeated in the media context, which has made its meaning more equivocal.

What makes news fake is the source of controversy in defining fake news among scholars.  To Menes 2008,, it is the intention to deceive that makes it possible to distinguish between fake news and false news.   Conceding to this conception, (Fallis and Mathiesen 2019; Gelfert 2018) posited that The very word “fake” refers us to the intention to deceive and to lie. “Fake” is associated with counterfeiting, imitating the real. False news is not intended to mislead the reader, the false content of a report or piece of news may result from a journalistic error or the journalist’s lack of professionalism in verifying its sources (Nielsen and Graves 2017; Gelfert 2018; Meneses 2018).

(Blokhin and Ilchenko 2015; Levy 2017; Lazer et al. 2018 views fake news from the angle of news authenticity and source credibility, hence they  opined  that ‘’Fake news seeks to be credible and gain legitimacy by imitating the format of the reports or news, in order to manipulate and deceive the reader and make the fake content look real’’

Fake news can be come in many forms, including: unintentional errors committed by news aggregators, outright false stories, or the stories which are developed to mislead and influence reader’s opinion. While fake news may have multiple forms, the effect that it can have on people, government and organizations may generally be negative since it differs from the facts. It is important to highlight that we approach contemporary fake news, that is, in an online context, in which false statements are widely shared in the digital universe, namely in social media. a. The goal of contemporary fake news is to go viral (Rini 2017; Meneses 2018; Calvert et al. 2018). For these reasons, fake news can take the form of a news feed post (in the case of Facebook) or a tweet (in the case of Twitter), just like the real news is presented on these social media (headline, image, signature/source). In addition, fake news links to sites that mimic real news sites (Silverman 2016).

The idea of fake news is not a novel concept. Notably, the idea has been in existence even before the emergence of the Internet as publishers used false and misleading information to further their interests. Following the advent of the web, more and more consumers began forsaking the traditional media channels used to disseminate information for online platforms .Not only does the latter alternative allow users to access a variety of publications in one sitting, but it is also more convenience and faster. The development, however, came with a redefined concept of fake news as content publishers began using what has come to be commonly referred to as a clickbait.
Clickbaits are phrases that are designed to attract the attention of a user who, upon clicking on the link, is directed to a web page whose content is considerably below their expectations. Many users find clickbaits to be an irritation, and the result is that most of such individuals only end up spending a very short time visiting such sites.

For content publishers, however, more clicks translate into more revenues as the commercial aspect of using online advertisements is highly contingent on web traffic Christopher (2020). As such, despite the concerns that have been raised by readers about the use of clickbaits and the whole idea of publishing misleading information, there has been little effort on the part of content publishers to refrain from doing so.
At best, tech companies such as Google, Facebook, and Twitter have attempted to address this particular concern. However, these efforts have hardly contributed towards solving the problem as the organizations have resorted to denying the individuals associated with such sites the revenue that they would have realized from the increased traffic. Users, on the other hand, continue to deal with sites containing false information and whose involvement tends to affect the reader’s ability to engage with actual news Shiro (2020). The reason behind the involvement of firms such as Facebook in the issue concerning fake news is because the emergence and subsequent development of social media platforms have served to exacerbate the problem Duke (2020). In particular, most of the sites that contain such information also include a sharing option that implores users to disseminate the contents of the web page further. Social networking sites allow for efficient and fast sharing of material and; thus, users can share the misleading information within a short time. In the wake of the data breach of millions of accounts by Cambridge Analytica, Facebook and other giants vowed to do more to stop the spread of fake news .

Research Problem

The project is concerned with identifying a solution that could be used to detect and filter out sites containing fake news for purposes of helping users to avoid being lured by clickbaits. It is imperative that such solutions are identified as they will prove to be useful to both readers and tech companies involved in the issue.

Proposed Solution

The proposed solution to the issue concerned with fake news includes the use of a tool that can identify and remove fake sites from the results provided to a user by a search engine or a social media news feed. The tool can be downloaded by the user and, subsequently, be appended to the browser or application used to receive news feeds. Once operational, the tool will use various techniques including those related to the syntactic features of a link to determine whether the same should be included as part of the search results.

PROBLEM AND PROSPECT OF MELON PRODUCTION. A CASE STUDY OF MOKWA LOCAL GOVERNMENT IN EBONYI STATE

PROBLEM AND PROSPECT OF MELON PRODUCTION. A CASE STUDY OF MOKWA LOCAL GOVERNMENT IN EBONYI STATE

Introduction

The need to increase and improve on the melon production in the farming system, human diets and health, diversify its uses in industries and other areas cannot be over-emphasized (Oyediran, 2013). The production of melon is constrained by low yield and little knowledge about its nutritive value (Bisognin, 2002). Melon is one of the most economically import- ant vegetable crops worldwide and is grown in both temperate and tropical regions. Melon is a climbing herbaceous crop and has annual trailing vines with nearly round stems-bearing tendrils and circular to oval leaves with shallow lobes. Staminate flowers are borne in axillary clusters on the main stem, and perfect flowers are borne at the first node of lateral branches. Fruits vary in size, shape, rind characteris- tics, and flesh colour depending on variety. Melon is known as Egusi in Yoruba language found in tropical Africa and it is widely cultivated in West Africa (Nige- ria, Ghana, Togo and Benin) and other African Coun- tries for the food in the seeds (Achigan-Dako et al., 2008). Melon plays vital roles in the farming system and in the well-being of West African rural farmers as a good source of energy, weed suppressants and for soil fertilization. It is also used as mulch, leaving high residual nitrogen in the soil after harvesting. Cultivation of melon is sustained in southwestern Ni- geria by its profitability as well as other socio-eco- nomic and cultural values. Production of the crop is more popular because of favourable weather and cli- matic condition as well as abundance of cultivable land which has made the practice of sole and mixed cropping possible in the region. The seed of melon is an excellent source of dietary oil (53.10%), high
in protein (33.80%), and containing higher levels of most amino acids than soybean meal. Melon seeds contain between 30-50% by weight of oil and offer valuable sources of vegetable oil for local and export trade (Oloko and Agbetoye, 2006). The kernels are rich in fatty acids, minerals and proteins. Despite the socio-economic, cultural, agronomic and culinary im- portance of melon, productivity has been on the de- cline in recent time. The percentage yield declines in Nigeria from 103.26% in 2007 to 92.98% in 2008. The melon farmers are constrained by many prob- lems including those of poor access to modern inputs and credit, poor infrastructure, inadequate access to markets, land and environmental degradation, and inadequate research and extension services. Also, there is no research on the effect of decline in melon output on rural households’ livelihood sustainability in southwest, Nigeria where the melon is widely con- sumed in diverse forms, and there are scanty em- pirical studies of factors that impede melon produc- tivity. Even then, smallholder and traditional melon farmers who use rudimentary production techniques, with resultant low yields, cultivate most of the degrad- ed land. It is against this background that this study found it essential to assess and review melon based farming systems so as to enhance its productivity, profitability and sustainability among the rural house- holds in southwest, Nigeria.

Specific objectives are to:

i. ascertain the personal characteristics of mel- on farmers in the study area
ii. identify sources of melon seeds planted by the respondents in the study area
iii. estimate production output of melon in the study area
iv. identify challenges to melon production in the study area

The effect of fake News on democratic governance and sustainability in Nigeria Fourth Republic.

The effect of fake News on democratic governance and sustainability in Nigeria Fourth Republic.

Abstract

The study was conducted to determine The effect of fake  News on democratic governance and  sustainability in Nigeria Fourth Republic. The study was anchored on four objectives to find out the rate of the spread of fake news among Nigerians on both social and conventional media; to examine the perception of media audience on fake news and abuse of freedom of expression; to find out the effect of fake news on Nigeria’s democracy; to determine measures that can be adopted in combating fake news The study selected purposive sampling and surveyed 60 social media user from Ebonyi state (and administered questionnaire. The study found that majority of the respondents contributes in the information sharing system of media cycle. The study found that that despite the awareness of fake news among the respondents, there is limited alertness with regard to sensitivity of verifying information before sharing. The study also found that politics and crisis suffer more fake news than any other nature. The study found that fake news is still crucial because there are rounds of perceptions that influence its nature and thus its spread. The study also found that the respondents have negative perception about the extent to which fake news can affect democracy and democratic system of governance. The study recommends that awareness should be created so as to enlighten people who use the social media to avoid spreading unverified information and that other social media platform should copy from Twitter in restricting number of text user can post and identification of a verified account

EFFECT OF LEAD AND CADMIUM ON BAHAMA AND ST.AUGUSTINE GRASS

EFFECT OF LEAD AND CADMIUM ON BAHAMA AND ST.AUGUSTINE GRASS

CHAPTER ONE

Background to the study 

 

Introduction

 

The term “heavy metals” has been used to describe a group of metals which have been linked to contamination and toxicity (Duffus 2002). Chemically, heavy metals are defined as metallic elements with a density of ≥ 5 g/ cm3 (Schulze et al. 2005). Elements which fall into this category include Ag, Ar, Au, Bi, Cd, Co, Cr, Cu, Fe, Hg, Mn, Mo, Ni, No, Pb, Pt, Sb, Ti, Tl, U, V, Zn and Zr (Schulze et al. 2005). Some heavy metals are essential in plant nutrition as micronutrients (Helal et al. 1990) but plants growing in a polluted environment can accumulate heavy metals at high concentrations (Voutsa et al. 1996, Schulze et al. 2005). Accumulation of heavy metals in agricultural soils has become a major concern for food crop production (Cieslinski et al. 1996) as they may cause a serious health hazard as they travel through the food chain unaltered (Bharti et al. 2001) as they are not biodegradable and have long biological half- lives (Jarup 2003).

Heavy metals

 

Sources of heavy metals

 

Soil, air and both organic and inorganic fertilizers are the main sources of heavy metals to plants (Martensson 1992) from which heavy metals are taken up by the root or leaves (Voutsa et al. 1996). Uptake of heavy metals by roots depends on soil and plant factors such as soil pH, organic matter, plant species, plant age (Voutsa et al. 1996). The concentration ranges of deficiency, optimal supply and toxicity for essential heavy metals as Zn and Cu are very close together (Schulze et al. 2005). Soil metal contamination has increased significantly in the previous century due to rapid industrialization including mining (Dudka et al. 1997). The surplus of heavy metals in soils is caused by the use of fertilizers, pesticides and sewage sludges, or by industrial activities (Gimeno-Gracia et al.1996). Elevated levels of metals in soil may lead to increased uptake by plants (Voutsa et al. 1996). The heavy metal distribution in soils and sediments can indicate the potential harm to the environment through the chemical associations (Mulligan et al. 2001) as a build up of heavy metals at high concentrations can cause serious risk to human health when food plants are consumed (Voutsa et al. 1996).

 

Toxicology of heavy metals

 

 

Heavy metals are of great environmental concern due to their toxicity and cumulative behaviour (Yusuf et al. 2002). Heavy metals such as copper and zinc are necessary for plant and human nutrition, and small amounts are required whereas other metals such as cadmium and lead are not

needed. However, excessive amounts of any of the heavy metals can generate toxic effects (Voutsa et al. 1996).

 

Lead and cadmium are among the most abundant heavy metals and are particularly toxic (Yusuf et al. 2002). The extreme content of these metals in food is associated with aetiology of a range of diseases, especially with cardiovascular, kidney, nervous and bone diseases (Jarup 2003).

Heavy metals are also implicated in causing carcinogenesis, mutagenesis and teratogenesis (Yusuf et al. 2002).

 

Effects of heavy metals on plants

 

Most heavy metals are not necessary for plant growth and metabolism, yet they are often readily taken up and accumulated by plants (Bharti et al. 2001). Heavy metals have shown to reduce the “qualitative and quantitative productivity” of plants (Bharti et al. 2001). These metals have been reported to affect seed germination (Mukherji and Maitra 1976), seedling growth (Kumar et al. 1992), photosynthesis (Muthuchelian et al. 1988), nitrate assimilation (Chugh et al. 1992) and other metabolic processes (Stiborova et al. 1988) of plants. Other effects include chlorosis of leaves of plants and restricted yields of dry matter (Xian 1989). Roots proved more sensitive than the aerial parts, because of direct exposure to metals while translocation to the aerial parts is steady (Bharti et al. 2001). Cadmium, lead and copper have been thought to inhibit growth by affecting uptake of water, activity of hydrolytic enzymes and hydrolysis of storage macromolecules in endosperms or cotyledons, transfer of hydrolytic products to the embryonic axis, root and shoot, and resynthesis of essential macromolecules such as nucleic acids and

proteins (Bharti et al. 2001). The occurrence of heavy metals in certain chemical forms may have more effect on plant growth, than their concentration in soil (Xian 1989) yet too high metal concentrations in contaminated soils can end in less soil microbial activity and soil fertility and yield losses (McGrath 1998).

 

 

Agriculture and Heavy Metals

 

Metals pose a problem in agricultural soils and crops as metals are elements and as such they do not breakdown but rather persist in the environment essentially forever (McGrath 1998, Jarup 2003). Even if only a small amount of a metal is added each year to a soil, its concentration will slowly increase over time. The only natural way that the total concentrations of a metal can decrease over time is physical removal from a site by processes such as erosion and leaching (Anderson 1993). Plants accumulate many metals and nutrients from the soil (Kachenko and Singh 2006). As concentrations of metals in soils increases, the uptake of metals into plants also increases (Muchuweti et al. 2006).

 

 

Although metals naturally occur in soils, heavy metals found in agricultural soils and crops are introduced from a number of different sources, some natural and some man-made (Kachenko and Singh 2006). Natural concentrations of metals in soils depend on the parent rock from which the soil originated and these are highly variable. In terms of metals in rain and irrigation water, very low concentrations are found in this medium. However, if sources are from sewage treatment plants, irrigation water should be monitored as it may be contaminated with metals (Moeletsi et al. 2004). Fertilizers are generally deliberately added in order to improve plant growth and yields, and these may contain high concentrations of cadmium and other non-essential metals (Martensson 1992). Cadmium occurs naturally with deposits of zinc and also phosphorus depending on the source of rock phosphate used in producing fertilizer.

Heavy metals in vegetables

 

Commercial and residential vegetable growing areas are usually located in urban areas, and are subject to man-made contamination (Kachenko and Singh 2006). Both commercial and residential growing areas are subject to atmospheric pollution, in the form of metal containing aerosols (Kachenko and Singh 2006). These aerosols can enter the soil and be absorbed by vegetables, or otherwise be deposited on leaves and adsorbed (Kachenko and Singh 2006).

 

Excessive accumulation of heavy metals in agricultural soils may not only result in environmental contamination, but lead to elevated heavy metal uptake by crops, which may affect food quality safety (Muchuweti et al. 2006, Sharma and Chettri 2005, Sharma et al. 2007). Studies of vegetables grown in locations in close proximity to industrial areas have reported high levels of heavy metals (Kachenko and Singh 2006). Most plant species have a tendency to sequester metals in their roots, with only small amounts of metals being translocated to the aboveground parts (Yang et al. 2009). Fruit and root vegetables appear to be low accumulators of cadmium in their edible parts, whereas leafy vegetables tend to accumulate more cadmium in leaves (Yang et al. 2009). A number of factors influence the concentration of heavy metals on and within plants (Muchuweti et al. 2006). These factors include climate, atmospheric deposition, the nature of the soil on which the plant is grown and the degree of maturity of the plant at the time of harvesting (Scott et al. 1996; Voutsa et al. 1996; Lake 1984). The soil is one of the most important factors in determining the heavy metal content of food plants (Itanna 2002, Madyiwa et al. 2002). Heavy metal contamination of agricultural soils can pose long-term environmental problems and is not without health implications (Sauve et al. 1996; Ferguson 1990; Chumbley 1982).

Tolerance to heavy metals

 

There are two basic strategies by which plants react to high concentrations of heavy metals in the environment: exclusion mechanisms, whereby plants avoid too much uptake and transport of metals and the other – accumulation and sequestration mechanisms, whereby large amounts of metals are taken up and transported to the plant shoots (Baker 1981). There are two groups of plants evolved to tolerate heavy metals, namely chemoecotypes and metallophytes. These plants may serve as indicator plants for heavy metals (Larcher 2001) as concentrations of heavy metals in plants have been used to measure pollution (Leavitt et al. 1979). Chemoecotypes display characteristic patterns of isoenzymes (Larcher 2001). These plants show element-specific increases in the ability of the protoplasm to resist the high concentrations of heavy metals in tissues when growing on soils rich in these elements (Larcher 2001). The greater the exposure to a certain element, the more tolerance is adopted toward the element (Larcher 2001). These are taxa with a high degree of genetic plasticity from which a number of specialized ecotypes evolved that are resistant to a number of heavy metals (Larcher 2001). Metallophytes take up large amounts of heavy ions and store them (Larcher 2001). Non-resistant plants may also collect certain elements (Larcher 2001). There are also hyperaccumulators i.e. plants that have very high concentrations of heavy metals (Larcher 2001). These plants are capable of accumulating more than 100 times greater concentrations of metals than normal plants (Brooks et al. 1997). Heavy metal ions can be extracted from the harvested biomass of these plants (Larcher 2001). In some species this tolerance is limited to a particular heavy metal, in other species co-tolerance to numerous heavy metals exists (Cox and Hutchinson 1979). These plants have also developed a

range of avoidance mechanisms by which the surplus of heavy metals can be rendered harmless, these mechanisms include:

1)       immobilization of toxic ions in the cell walls

 

2)       slowing down of permeation across boundary layers of the protoplasm

 

3)       chelation in the cytoplasm

 

4)       compartmentalization and complex formation with organic and inorganic acids, phenol derivatives and glycosides in the vacuole (Marschner 1986) Plants may also produce peptides called phytochelatins which attach naturally and detoxify toxic metals such as lead, mercury and cadmium (Spiro 2003).

Monitoring of Heavy Metals

 

Heavy metals are naturally present at low concentrations in agricultural soils (Korkmaz et al. 2010). A number of factors contribute to heavy metal contamination of agricultural soils including industrial and traffic emission, atmospheric deposition from town wastes, using metal- containing agricultural expedients and metal production (Alloway and Jackson 1991, Korkmaz et al. 2010). Heavy metal ions in contaminated soils may easily enter the human food chain through crop plants (Korkmaz et al. 2010).

 

Once heavy metals are accumulated as contaminants, they can neither be destroyed nor can they be altered by chemically or physically, and are spread in the ecosystems (Sharma and Chettri 2005). Plants tolerate heavy metals either by detoxification mechanism or accumulation in different plant parts or cell organelles (Sharma and Chettri 2005). Some plants have the ability to absorb and accumulate heavy metals, which makes them valuable as indicators of environmental pollution (Buszewski et al. 2000) and therefore provide an understanding of the bioavailability and mobilization of heavy metals (Murphy et al. 2000). However, few studies have been done to investigate plants and their role as biomarkers to identify metal mobility for continuous monitoring purposes (Murphy et al. 2000).

 

Most common methods of assessing metal toxicity to plants from soil:

 

(1)   monitoring the presence or absence of specific plant ecotypes and/or plant species (indicator plants)

(2)   measurements of metal concentration in tissues of selected species (accumulative bioindicators)

(3)   recording of physiological and biochemical responses (biomarkers) in sensitive bioindicators (Buszewski et al. 2000).

 

 

Cadmium

 

Cadmium is one of the most toxic pollutants found in air, water and soil (Dixit et al. 2000) and is not essential for humans, animals and plants. It enters the environment mainly from industrial processes and phosphate fertilizers and then is transferred to the food chain (Sandalio et al. 2001). It is known to be easily taken up by plants and translocated within the plant (John et al. 1972). Once entered, cadmium accumulates immediately in roots, later in the stem and leaves (Dixit et al. 2000). About 75 % of cadmium entering the plant is in one way or another bound in the root system (Jastrow and Koeppe 1980, Krupa 1999). Up to 11 % of the total cadmium content in plants can be founding stems and about 15 %, depending on plant species and the ability to detoxicate this heavy metal, enters the leaves (Jastrow and Koeppe 1980). In terms of cadmium accumulation within mesophyll cells, 48 % is in the cell wall, 39 % in the cytoplasm and vacuole and 13 % in chloroplasts and mitochondria (Ernst 1980). Cadmium produces alterations in the functionality of membranes by inducing changes in lipid composition and by affecting the enzymatic activities associated with membranes (Sandalio et al. 2001).

Cadmium toxicity is also correlated with disturbances in the uptake and distribution of macro and micronutrients in plants (Sandalio et al. 2001). It interacts with the uptake of essential nutritional elements for example, iron, calcium, potassium, magnesium and manganese (Krupa 1999). Cadmium is strongly phytotoxic and causes growth inhibition and even plant death (Sandalio et al. 2001). Cadmium also initiates senescence in plants (Krupa 1999). Leaf chlorosis is the most visible symptom of cadmium toxicity, as cadmium inhibits chlorophyll synthesis and interacts with iron (Krupa 1999). Photosynthesis is also sensitive to cadmium (Sandalio et al.

2001). Cadmium interacts with photosynthetic, respiratory and nitrogen metabolism in plants and

produces oxidative stress by producing free radicals and active oxygen species, resulting in poor growth and low biomass accumulation (Dixit et al. 2000). Increasing the concentration of cadmium produced a significant growth inhibition of pea plants which was accompanied by a significant decrease in the photosynthesis rate (Sandalio et al. 2001) and causes a decrease in biomass (Dixit et al. 2000). Once plants are exposed to cadmium, a variety of detoxification processes are triggered in the cells, including complexing of the metal by phytochelatins, compartmentalization in vacuoles, immobilization at the level of cell wall, exclusion through the action of plasma membrane, and production of stress proteins play very major roles (Dixit et al. 2000).

 

Lead

 

Soil lead contamination is a major environmental problem facing the modern world (Li Li et al. 2008). Sources of lead contamination in soils can be classified into three broad categories: industrial (mining and smelting processes), agricultural (application of insecticides and municipal sewage sludges) and urban activities (use of lead in gasoline, paints and other materials) (Shen et al. 2002). Lead is one of the most persistent metals (Li Li et al. 2008) and most frequently encountered heavy metals in polluted environments (Seaward and Richardson 1990). Severe lead contamination in soils and in ground and surface waters may cause a variety of environmental problems, including loss of vegetation, groundwater contamination, and lead toxicity in plants, animals and humans (Li Li et al. 2008). Lead is accumulated in the roots with some transportation to the leaves (Robb and Pierpoint 1983, Li Li et al. 2008) and the majority of lead within the plant may be retained in the root system (Schulze et al. 2005). If lead is bioavailable in the plant growth media, only a small proportion of absorbed lead is translocated to shoots (Li Li et al. 2008).The mobility of lead from roots to shoots of plants is usually low (Begonia et al. 1998) and the lead concentration in the underground parts is two to eight times higher than it in the leaves (Li Li et al. 2008). Toxicity of this heavy metal is due to the leakage of some lead into the cytoplasm, as lead is bound irreversibly to the cell wall (Schulze et al.

2005). When lead enters the plant root, it encounters the neutral pH, high phosphate and high carbonate environment of the intercellular spaces (Li Li et al. 2008) which would result in it being immobilized.

 

Heavy Metal Pollution in South Africa

 

South Africa has a high concentration of industrial and mining activity. Studies of vegetables grown in locations close to industrial and mining industries have reported elevated levels of heavy metals (Kachenko and Singh 2006). Poor monitoring and control of safe disposal of waste means that industrial waste is illegally dumped in urban areas, causing health risks to communities and environments (Whyte 1995). The deposition of processed and unprocessed waste materials has led to continuous, persistent leaching of dissolved metals into soil and water systems (Naicker et al. 2003; Roychoudury and Starke 2006). Numerous reports have indicated heavy metal contamination of South African rivers and soils (Abbu et al. 2000; Binning and Baird 2001; Okonkwo and Mothiba 2005). There is also clear evidence of heavy metal contamination in some vegetable farming areas (Meerkotter 2003, 2012; Sogayiso 2003).

 

Aims and Objectives

 

 

The aim of this study is to investigate the heavy metals namely cadmium and lead which have shown to have a negative effect on vegetable farming in Cape Town (Meerkotter 2003, 2012; Sogayiso 2003).

 

Research Objectives

 

The main objective of the study is to examine the effect these metals have on the growth and chemical composition of Bahama and St.Augustine grass.

 

Research Questions

 

 

  1. Do heavy metals accumulate in Bahama and St.Augustine grass ?
  2. Can phosphate and EDTA mitigate the effects of Pb and Cd on the growth and nutrient content of Bahama and St.Augustine grass?

The Problem And Prospect Facing Fake News Dissemination In Twitter Among Nigerians

The Problem And Prospect Facing Fake News Dissemination In Twitter Among Nigerians

CHAPTER ONE/INTRODUCTION

1.1 Background to the Study

This study examines The Problem And Prospect Facing Fake News Dissemination In Twitter Among Nigerians. Information is power and to this end, it has been described in many quarters as a double-edged sword. Information can either build or destroy, depending on the content and intent of the information. Society thrives on information and history has shown that information plays a vital role in the perception and behaviours of individuals or societies. What then is information?

Information has been defined by various scholars based on the context in which information is being considered. For the purpose of this study however, the definition by Koren (2014) will suffice, namely:

Information is data presented in readily comprehensible form to which meaning has been attributed within the context of its use. In a more dynamic sense, the message conveyed by the use of a medium of communication or expression

Information is disseminated with the aid of media or channels such as word of mouth, television, radio, newspaper, magazine, books, journals and most recently, the internet. The internet, (also known as the World Wide Web) and information disseminated on the internet are done with the aid of online-based and social media. For this study, social media is (are) the focus. Social media refers to “those digital media that are interactive, incorporate two-way communication and involve some form of computing” (Logan, 2016). The satisfaction of accessing information faster, cheaper and regularly through social media platforms, has made it arguably, the most patronised information channel in contemporary times. Some popular social media platforms used all over the world include Facebook, Twitter, You Tube, WeChat, WhatsApp, LinkedIn, Instagram and many more. These applications are currently playing a major role in making the world virtually borderless and helping the human race become increasingly interconnected.

The internet is undoubtedly an innovation that has made life a lot easier for human beings. It has made it possible to communicate, do business and build relationships around the world in real time and at negligible costs. Describing the internet as a revolution, (Comer DE, 2019, p. 5) said “without the internet, you would feel cut off from the easy, instantaneous access to information that we take for granted.” He added that “if we imagine life without the internet, we can see that internet services have become deeply embedded in our daily lives and that instantaneous access to information has changed just about everything.” Notwithstanding the positive attributes of the internet however, it has also become a weapon of misinformation and fake news. Debatably, “for every challenge facing a nation, there exists scores of websites pretending to be something they are not” (Stanford History Education Group, 2016, p.4).

Based on the foregoing, one can deduce that the internet through social media platforms, plays a big role in the way people access information and the types of information they are exposed to in contemporary times. Social media has in recent times, aggravated the ‘fake news’ phenomena. The first time the term fake news was introduced to mainstream media was during the 2016 United States of America (USA) presidential elections. The Ethical Journalism Network (EJN) describes fake news as “information deliberately fabricated and published with the intention to deceive and mislead others into believing falsehood or doubtful messages” (EJN, 2017). Describing its enormity, (Ogbette A.S., et al., 2019, p 96) said “fake news is a global issue right now; there is an ongoing discussion about fake news and its impact on global affairs.”

Allegations abound about Russia planting fake news on the internet to influence the outcome of the US elections. Similarly, there was the ‘Pizzagate’ scandal against Hillary Clinton and her then campaign manager, John Podesta who was accused of leading a paedophilia ring in Washington DC. The story was however debunked by The New York Times and the Washington Post (Adeleke, 2016). Ever since, the spread of fake news has become a phenomenon on the internet. According to Ogbette, et al., (2019, p 96), the phenomenal spread of fake news is “caused by the very nature of the internet which allows it to stay continually connected and the way speed is preferred to accuracy. He added that “internet content providers and distributors are in Zero-sum, winner-takes-all battle for attention and advertising revenue, they will therefore, go above and beyond to boost traffic.” According to Vasu, et al (2018, p. 16), people who are more exposed to politically motivated fake news than hard news, are more likely to believe the fake news as the reality. This is especially so because of easy access to the internet and non-existence of regulations which have provided a viable tool for criminals, fraudsters, terrorists and fake news merchants to peddle their wares undetected.

In Nigeria, the internet continues to feed the monster of fake news which has in turn, fuelled conflicts in various parts of the country. Nigeria is a country in tension characterised by security threats in different parts of the country. These threats are manifested in forms of multiple conflicts, systemic and widespread corruption, debilitating poverty, weak institutions, threats of secession as well as perceived marginalisation, anger, hatred and economic challenges in a time when preference for untrue information is rising – i.e., post-truth era (Harsin, 2018; Pate, 2018 September 7). These issues are offensively, progressively and relentlessly destroying relationships, heightening animosities across communities and threatening democratic survival in the country (Pate, 2018 September 7). Arguably, all of that are facilitated by the revolution in information and communication technologies (ICT) that have democratised and simplified access and dissemination of information across space and time (Ibrahim & Adamu, 2016; Pate & Idris, 2017).

Cited in Premium Times Nigeria, Professor Umaru Pate, the Dean, School of Postgraduate Studies, Bayero University, Kano (BUK) explained that like many other countries, Nigeria, too, is battling with the rise in populism politics, youth radicalisation, extremism, terrorism, drug and human trafficking, ethnic nationalism, hate and dangerous speech, fake news and the rewriting of the country‟s history, among others. Indeed, these are critical times for the media and the country. The political climate in the country has changed rapidly in recent years, signaling innovative developments and strange challenges in the country‟s democratic system. By and large, the current political culture in the country is inextricably linked to the growing development of information and communication technologies (ICT) (Audu, 2018 September 9; Pate, 2018 September 7). Cited in Vanguard, Professor Danjuma Gambo, the Dean, Faculty of Social Sciences, University of Maiduguri who is also the Director, Public Relations of the university agrees with Professor Pate that fake news can mislead the public and cause tension in an already tense political climate with communal and reprisal attacks here and there in addition to the Boko Haram conflict. He stressed that if the media would cultivate the culture of verifying information and fact checking (if necessary) before going to press, the spread of fake news can be contained (Marama, 2017 August 10).

 

This has severally affected the delivery and form of political communication and the communication of political ideas in our democratic system, as well as shifted and undermined the accountability for those messages. For instance, what was labelled „yellow journalism‟ and „character assassination/slander‟ have metamorphosed into what is today known as

„fake news‟ and „fraudulent news‟; these are terms that sound „big‟ and portend devastating effects in the society. These terms are fuelled and spread by the power of modern technology (Wasserman & Madrid-Morales, 2018; Agbese, 2017 December 31). In the words of Egan (2018, December 11, online), “online, lies and truth look the same. This has been a boon for professional liars, (who) use these platforms to market falsehood; as vehicles for personal fame, or, as a way to spread propaganda”. These have raised concerns that Nigerians are constantly and increasingly accessing inaccurate and/or misleading content without verification (gatekeeping) or verifiable attribution (Agbese, 2017; Hankey, Marrison, & Naik, 2018).

Fundamentally, the breed of „yellow journalism‟, „fabricated or manipulated stories‟ „fraudulent content‟ and „character assassination‟ and „fake news‟ are largely new technology-dependent (e.g., social media platforms and the internet) rather than traditional technologies such as radio, TV, newspaper or magazine (Okoro, Abara, Umagba, Ajonye, & Isa, 2018; Wasserman & Madrid-Morales, 2018 November 21). Thus, while we grapple with what modern technology has enabled us to do, “we also face a new wave of change, which we have only started to understand the ramifications of” (Hankey et al., 2018, p. 6). For example, the concerns around recent, or newer technologies such as „artificial intelligence‟ and „machine learning‟ show that any regulatory response to stem fake news peddled via new technologies, whether by state actors or technology developers, need to be as “dynamic as the technological mischief it seeks to contain” (Hankey et al., 2018, p. 6).

1.2 Statement of the Research Problem

Misinformation, otherwise (now popularly referred to as) “fake news” has become a ready tool for the spread of hate speech, thus deepening ethnic and religious differences in a multi-ethnic and multi-religious country like Nigeria. Although there have been studies carried out on the effect of fake news on the Nigerian political landscape, the effect on national security has not been given required attention. It is therefore imperative to carry out a study on the ways to manage fake news peddled on twitter. If not adequately dealt with, the menace of fake news is capable of aggravating the rising insecurity in different parts of Nigeria.

 

In view of the afore-stated, it is pertinent to note that failure to stem the tide of fake news in Nigeria may potentially create many more conflicts around the country. It is against this backdrop that this study aims to understand the numerous challenges associated in Expunging Fake News on social media with Twitter: At the end of this study, it is hoped that implementable recommendations will be proffered to serve as a basis for further studies into curbing the menace of fake news in Nigeria.

A CRITICAL APPRAISAL OF LEGITIMACY AND LEGITIMATION UNDER NIGERIAN FAMILY LAW

A CRITICAL APPRAISAL OF LEGITIMACY AND LEGITIMATION UNDER NIGERIAN FAMILY LAWCHAPTER ONE

INTRODUCTION/Background 

The family is the smallest unit in the social structure of every society. It is accepted that the family is the basis of every human community and the family may be regarded as the nucleus of society.

Family law deals with the law regulating the legal relationship between spouses (i.e. husband and wife) the legal relationship between a  guardian or curator and the person who is subject to guardianship or curatorship. The term “family” does not lend itself to easy and precise definition. In one sense the family may be defined as including all persons with common ancestors. Under this wide connotation, the family may embrace a large body of persons related by blood to a common ancestor. The relationship may be traced through males, as in patrilineal societies or through females in matrimonial societies. The extended family, a concept which is prevalent in Africa may also be included in this wide definition of family. Green defines the extended family as: “…a group of closely related people, known by a common name and  consisting usually of a man and his wives and children, his son’s wives and  children and probably other near relations”.

The term “family” may still be given a much more restricted connotation. It may refer to a smaller group consisting of a household – the man, his wife, the children and probably the dependants who live with him. This is much closer to the concept of family in English law, which is restricted to the man, his wife and children. For the purpose of this study, the researcher will be treating family as a unit comprising the man, his wife or wives and the children. 

It is universally accepted that marriage, being a union of man and woman, involves two persons of opposite sex. Consequently, sex constitutes an essential determination of a marriage relationship. In  order to establish the existence of a valid marriage, it must be proved that the persons involved are man and woman.

Ordinarily, this seems a straight forward question; the issue has been complicated by the existence of hermaphrodites and pseudo – hermaphrodites and advances in medical science which have made sex change operations feasible. In the English case of Corbett V Corbett (1947) All ER 187, the petitioner and the respondents had gone through a marriage ceremony in September, 1963. The petitioner knew that the respondents had been registered at birth as a male and had in 1960 undergone an operation for the removal of the testes and created an artificial vagina, since the operation, the respondents had lived as a woman. In December 1963, the petitioner filed a petition for a declaration that the marriage was null and void because the respondent was a person of the male sex or alternatively for a decree of nullity on the ground of either in capacity or willful refusal to consummate. The court held that the respondent had remained at all times a biological  male and that accordingly, the so – called marriage was void.

Unlike most European countries, two systems of marriages are recognised in Nigeria – the monogamous and polygamous systems. These two differ fundamentally in character and incident. It is important to keep this dualism in view in every consideration of the marriage laws in Nigeria. A monogamous marriage in Nigeria is the same as in England. It is a marriage which Lord Penzance described in Hyde V Hyde (1886) LRIP&D 130 as the voluntary union for life of one man one woman to the exclusion of all others. The laws which govern the celebration and incidents of monogamous marriage in Nigeria is the Matrimonial Causes Act of 1970.

DESIGN AND IMPLEMENTATION OF WEB BASED ACCESS CONTROL SYSTEM

DESIGN AND IMPLEMENTATION OF WEB BASED ACCESS CONTROL SYSTEM

CHAPTER ONE/INTRODUCTION

1.1 Background Of Study

 

A web-based access control system has the technical means to provide remote access control and management. Such a system uses Internet protocols (IP) to communicate signals and data. An IP-based access control system is operable both as a hardwired platform and as a wireless solution Becerik, Jazizadeh, Li, and  Calis. (2004)

Furthermore, a web-based physical access control system provides an additional layer of security by automatically collecting data on all events that occur within the system. You can check the security events log from anywhere and anytime and adjust most of the system’s settings remotely.

Web-based access control system is able to cover entry points located in any part of the world, and can control multiple sites at once Nikolaos Dimakis (2015). A reliable platform enables access control management from a single location using a secure network to control any entry point across the network.

The technological climate is swiftly changing the way we connect and interact with the physical world.  Endless runs of cable and spaghetti wiring is becoming an antiquated notion with the development of wireless internet based equipment.

Access control has always been a top security concern for any establishment.  Whether it means using a lock and key, card reader, or fingerprint, it’s a means by which your business is shielded from unauthorized personnel.  As an integral part of a comprehensive security system, access control mechanisms need to function on the same level as their system counterparts.  Meaning software and technology updates/applications should apply across the board without disrupting the system as a whole R. Salomon, M. Luder, and G. Bieber(2010).  IP (Internet Protocol)/web-based technologies are making the advancement of security system components more attainable and desirable to both end-users and system integrators.  This is evident in the continuing migration from analog based surveillance to IP. Web-based technology is not exclusively transforming surveillance, but security systems as a whole, including access control mechanisms.

It is against this background that the study seeks to give a detailed analysis of the Design and implementation of web based access control system.

effect of waste glass as partial replacement of coarse aggregate for the production of solid blocks

Effect of waste glass as partial replacement of coarse aggregate for the production of solid blocks

 

INTRODUCTION

Concrete is a composite material composed of coarse aggregate bonded together with a fluid cement which hardens over time. Most concretes used are lime-based concretes such as Portland cement concrete or concretes made with other hydraulic cements. However, road surfaces are also a type of concrete, asphalt concrete, where the cement material is bitumen, and polymer concretes are sometimes used where the cementing material is a polymer.

 

In Portland cement concrete (and other hydraulic cement concretes), when the aggregate is mixed together with the dry cement and water, they form a fluid mass that is easily molded into shape. The cement reacts chemically with the water and other ingredients to form a hard matrix which binds all the materials together into a durable stone-like material that has many uses. Often, additives are included in the mixture to improve the physical properties of the wet mix or the finished material. Most concrete is poured with reinforcing materials (such as rebar) embedded to provide tensile strength, yielding reinforced concrete.

 

After the Roman Empire collapsed, use of concrete became rare until the technology was redeveloped in the mid-18th century. Today, concrete is the most widely used man-made material (measured by tonnage).

Concrete is world’s most widely used construction material. The utilization of concrete is increasing at a higher rate due to development in infrastructure and construction activities all around the world.

GLASS: The amount of waste glass has gradually increased over the recent years due  to  urbanization  and industrialization where most of the waste glass end up in landfill  while only small  fraction  can be recycled  because  of the high cost of cleaning and colour sorting . Since glass is not biodegradable, landfill is not an environmentally friendly solution. Recent studies have shown that the waste glass can be effectively used in concrete either as aggregate (fine or coarse aggregate) or as cement replacement. Being amorphous and containing relatively large quantities of silicon and calcium , glass is in theory pozzolanic or even cementitious in nature when the particle size is less than 75 micron. Finely ground glass as oppose to coarse waste glass does not contribute to alkali-silica reaction.

The idea is that the glass can be used as an aggregate in the concrete mix by replacing some of the natural aggregates such as gravel and sand. Then, there is possibility of benefits such as follows: a minor amount of the glass is thrown away which saves the good decent landfill space, also with the use of less natural aggregates as the main components with the concrete mixes also help in the saving of time and overall cost. Therefore the experimental program of the current research was done and carried out to monitor the effect of using crushed waste glass as an aggregate component in the fresh concrete mixes on the compressive properties of the hardened concrete. All materials used in this study are locally available.

IMPACT OF COMMUNITY DRIVEN DEVELOPMENT PROJECT : A CASE STUDY CSDP

IMPACT OF COMMUNITY DRIVEN DEVELOPMENT PROJECT : A CASE STUDY CSDP

Abstract

This study on Evaluation of Community and Social Development Projects (CSDP) Performance in North Central Nigeria was carried out in three states in North Central Nigeria. Multistage sampling technique and a sample size of 418 respondents was selected for the study. Data for the study were collected from primary sources. Primary data were collected through a well-structured questionnaire. Descriptive statistics, such as frequency distribution, percentages and mean scores were used to analyze socioeconomic characteristic of the participants and access to CSDP project. The ordinal regression model of factors influencing performance of CSDP project indicates a good fit of the model to the data. Specifically the fit of the model with predictor variables was better compared to the intercept only model (x = 243.86; p<0.01). This implies that the explanatory variables in the model jointly and significantly influenced performance of CSDP project, specifically, the model shows that only the variable, CSDP staff ensuring transparency and accountability in the management of project funds significantly influence the probability of high performance of CSDP. It was concluded that CSDP project has significantly affected the rural communities in north central, Nigeria

DESIGN AND IMPLEMENTATION OF NYSC ORIENTATION CAMP INFORMATION SYSTEM

DESIGN AND IMPLEMENTATION OF NYSC ORIENTATION CAMP INFORMATION SYSTEM(A CASE STUDY NYSC AWGU)

ABSTRACT

 

This Project Design and Implementation of Orientation Camp Information System (A Case Study of NYSC Orientation Camp Awgu ) was designed to eliminate the problems associated with manual handling of information at the Orientation Camp such as: data redundancy, time wastage etc. The Design and Implementation was carried out using the top down software development approach. The tools used to implement this project are  VB.Net and SQL Server.