Aim/Purpose: The aim of this paper is to propose an ensemble learners based classification model for classification clickbaits from genuine article headlines. Background: Clickbaits are online articles with deliberately designed misleading titles for luring more and more readers to open the intended web page. Clickbaits are used to tempted visitors to click on a particular link either to monetize the landing page or to spread the false news for sensationalization. The presence of clickbaits on any news aggregator portal may lead to an unpleasant experience for readers. Therefore, it is essential to distinguish clickbaits from authentic headlines to mitigate their impact on readers’ perception. Methodology: A total of one hundred thousand article headlines are collected from news aggregator sites consists of clickbaits and authentic news headlines. The collected data samples are divided into five training sets of balanced and unbalanced data. The natural language processing techniques are used to extract 19 manually selected features from article headlines. Contribution: Three ensemble learning techniques including bagging, boosting, and random forests are used to design a classifier model for classifying a given headline into the clickbait or non-clickbait. The performances of learners are evaluated using accuracy, precision, recall, and F-measures. Findings: It is observed that the random forest classifier detects clickbaits better than the other classifiers with an accuracy of 91.16 %, a total precision, recall, and f-measure of 91 %.

Aim/Purpose: With a focus on promoting sustainable career paths, this article investigates the intricate relationship between age diversity management and techno-complexity, emphasizing the pivotal role of a supportive work environment. Background: In the modern workplace, the dynamics of age diversity emerge as a crucial element influencing the well-being and productivity of employees, particularly amidst the swiftly evolving digital landscape. This becomes especially pertinent when considering workers’ unique challenges adapting to technological advancements. Methodology: Utilizing a cross-sectional design, data were collected from 160 employees in an Italian multinational company within the metalworking sector. Contribution: This study provides valuable insights into the complex dynamics between the aging climate, colleagues’ support, and techno-complexity. It emphasized the importance of considering the direct effects of organizational factors and their in-direct influences through social dynamics and support structures within the workplace. Findings: The results revealed the mediating role of colleagues’ support in the relationship between the aging climate and techno-complexity. These findings highlight the importance of a supportive work environment in the context of sustainable career development, contributing to a comprehensive understanding of diversity management within the modern digital era. Recommendation for Researchers: Our results open to a series of implications and future directions. First, the unexpected finding regarding the direct relationship between the aging climate and technostress calls for a deeper exploration of the intricacies involved. Future studies could delve into specific organizational contexts, technological demands, and individual differences that may modulate this relationship. Future Research: Future studies could delve into specific organizational contexts, technological demands, and individual differences that may modulate this relationship.

Growing workforce diversity increases the likelihood that supervisors and subordinates will differ along demographic lines, a situation that has important implications for their relationship quality and individual outcomes. In a sample of 1,253 employees from 54 work-units, we investigate the effects of differences in disability status between supervisors and subordinates on leader-member-exchange (LMX) quality and subsequent performance ratings, and find that incongruence in general is related to lower LMX quality and lower performance. In addition, we propose and find an asymmetrical effect of disability incongruence, such that LMX quality is worse in dyads in which the supervisor has a disability than in dyads in which the subordinate has a disability. Furthermore, we investigate the moderating role of unit-level climate for inclusion on this relationship and find support for a buffering effect of inclusive climates on the negative incongruence-LMX relationship for scenarios in which the supervisor, but not the subordinate, has a disability. We build relevant theory for the relational demography, disability, LMX, and organizational climate literatures by predicting these effects on the basis of status mechanisms. These findings have important practical implications, as they provide companies with a feasible way to manage their diverse workforce.

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IN celebration of Earth Month, global prestige skincare brand, Origins, proudly announces the establishment of the Origins Green The Planet Fund and its inaugural non-profit partner, One Tree Planted, upholding the brand’s longstanding commitment to the well-being of people and our planet.

As a brand rooted in nature, Origins believes it is its responsibility to give back to the earth while also striving to make decisions that help limit our impact on the planet. Which is why, for over a decade, Origins has partnered with various environmental non-profit organisations to Green The Planet, planting one tree at a time to aid global reforestation initiatives and helping combat the effects of climate change.

In celebration of Earth Month 2021, Origins designed a limited-edition Dr. Andrew Weil for Origins Mega-Mushroom Relief & Resilience Soothing Treatment Lotion to help Green The Planet and support future tree-planting projects. One US dollar has been donated for every limited-edition Dr. Andrew Weil for Origins Mega-Mushroom Relief & Resilience Soothing Treatment Lotion available at Origins stores and online at Lazada Origins Flagship Store which allows one tree to be planted and cared for in partnership with Origins Green The Planet Fund.

CLIMATE change is no longer a distant or abstract phenomenon relegated to the icy extremities of the Arctic, nor a cause celebre championed by a select few.

Its impacts are now felt in the streets of Kuala Lumpur and in the homes of everyday Malaysians. With a recent Unicef analysis highlighting a fourfold increase in heatwaves and the devastating floods of 2021 and 2022 still fresh in memory, it is clear that Malaysia is at a critical juncture.

The public is eager to confront this existential crisis, but a significant question remains: Can we afford it?

This question goes beyond financial concerns and touches on the structural barriers that hinder our collective action. The obstacles to sustainable living – whether financial, infrastructural or attitudinal – risk undermining the will of the rakyat to take meaningful steps forward.

A recent study focusing on climate literacy in Malaysia paints a revealing portrait of this struggle. The survey, whose respondents majorly consisted of youths aged 15 to 24, found that 68% reported strong engagement in energy conservation practices while 51% demonstrated recycling habits, reflecting a promising commitment to environmentally friendly values.

However, this willingness often collides with systemic barriers, making it difficult for these efforts to translate into large-scale change.

At the heart of the issue is the ongoing tug-of-war between convenience and climate action. The dichotomy is evident in the behaviours of the younger generation; around 51% of respondents aged 15 to 24 regularly use
public transport. This is largely due to its cost-effectiveness and accessibility.

However, gaps in coverage and inefficiencies limit its potential as a comprehensive solution. Similarly, many young people are reducing their energy consumption at home – an encouraging sign of eco-consciousness. However, are these actions driven by genuine environmental concern or are they primarily a response to rising electricity costs?

When it comes to more significant lifestyle changes, such as reducing plastic consumption or choosing eco-friendly products, cost and convenience still play decisive roles.

Sustainable options often come with higher price tags or are harder to find, which can discourage even the most committed individuals. This underscores the gap between good intentions and real action.

The solution is not simply about individual willpower. It is about creating a system where sustainable living becomes the easier, more affordable choice for all Malaysians.

Sustainability, unfortunately, often comes with a price tag that is unaffordable to many. The idea of “going green” is frequently associated with buying organic, reducing plastic use or adopting renewable energy – all commendable but often out of reach for the average person.

This financial burden extends beyond individual consumption. Many Malaysians are already under pressure to meet basic living standards, making it difficult to prioritise sustainable choices without substantial support.

Here, the role of the government becomes crucial. As living costs rise, achieving widespread adoption of green practices requires thoughtful financial support.

By introducing subsidies, tax incentives and rebates for eco-friendly products and renewable energy, the government can make sustainability more accessible to a wider population. These policy tools can empower Malaysians to make greener choices without feeling the pinch in their wallets.

Malaysia has already demonstrated its commitment to addressing climate change through international agreements and targets. The country has pledged to reduce its greenhouse gas emissions by 45% by 2030, a significant step towards mitigating its environmental impact.

Additionally, as a member of the United Nations Framework Convention on Climate Change, Malaysia is part of a global effort to tackle climate change. These commitments lay the foundation for more ambitious domestic policies and actions.

The government’s efforts should not stop at encouraging individual responsibility; they must also create conditions where sustainable living is the default. This requires a multifaceted approach, from stricter regulations on high-polluting industries to investing in green infrastructure. These steps would ensure that sustainable choices are not just available but also convenient and affordable for all.

While individual actions are vital in tackling climate change, they must be complemented by broader systemic shifts. The power of individual behaviours, when multiplied, can create a ripple effect, but lasting impact requires governments, industries and communities working in harmony.

It is important to recognise that sustainability cannot simply be a consumer choice, it must become a societal norm.

The current model, which places the burden on individuals while allowing industries to continue with “business as usual” is not just unsustainable, it is profoundly unjust.

The time has come for a shift in perspective, where systemic change is seen not as a luxury but as a necessity. Malaysia needs bold and decisive action, not just from individuals but also from the government and industries.

Policies that make green living the default choice – such as subsidies for eco-friendly products, stricter regulations on corporate polluters and robust investments in infrastructure – are key steps towards building a more sustainable future.

Moreover, a cultural shift is necessary in how we view sustainability. The responsibility of addressing climate change should not disproportionately fall on individuals, particularly those already struggling financially. Corporations and industries, as the wealthiest and most influential players, have a greater obligation to lead the charge toward sustainability.

As Malaysia confronts the realities of climate change, it is imperative that we shift the narrative away from individual action as the sole remedy for environmental degradation.

The rakyat are ready to do their part but systemic support is essential for real progress. It is time for the government and industries to take responsibility, ensuring that sustainable living is accessible and affordable.

Half-measures are no longer enough. What Malaysia needs now is bold and decisive actions that connect individual behaviours, corporate responsibility and government policies into a cohesive, collective effort. It is time for the system to catch up.

The writers are from the Department of
Science and Technology Studies,
Faculty of Science, Universiti Malaya.
Comments: letters@thesundaily.com

Earnings of diversified conglomerate San Miguel Corp. rose by nearly a fifth in the nine months ending September on the back of strong revenue growth across its businesses.

Ah, the holidays—where buying gifts online should be about finding the perfect ugly sweater, not losing your credit card info to some sleazy scammer. But beware, the ''card declined'' scam that is on the rise and poised to play Grinch this season. ...

Kowalewski’s ascent to K2 was cut short after he complained about a hernia that developed during a load-carrying trip

Photographs of the climber's body were sent to his family for positive verification

Atanas Skatov’s body flown by a Pakistani military helicopter to the nearby city of Skardu

Rescue helicopter asked to fly as high as possible to maximise chances of locating missing climbers

Group of Russian climbers were trapped after an Avalanch hit the Gasherbrum IV mountain in Gilgit-Baltistan region.

Controversy surrounds reinstatement efforts of official accused of misconduct

This tutorial is going to show you how to add a add menu separator (non-clickable parent menu item) to your Wordpress template.

The post WordPress. How to a add menu separator (non-clickable menu item) appeared first on Template Monster Help.

A representational image shows three babies together. — Pexels

In a significant shift since 1998, the rate of triplet births and births of a higher order, like quadruplets and sextuplets, plummeted by 62% in the United States in 2023, according to a recent report from the Centres...

People walk around a park amid heavy smoggy conditions in Lahore on November 7, 2024. —AFP

PARIS: Record-breaking heat, extreme weather events, air pollution and the spread of infectious disease: climate change poses an already vast yet rising threat to the health of humans around...

Greece has one of Europe's lowest fertility rates, a dire demographic state driven by a decade-long economic crisis

Our leaders have failed to show their unwavering commitment to two of the most pressing challenges facing our nation.

As we harness AI’s potential, specialised models for sectors like climate change offer a promising path forward.

This was the second Grand Slam triumph for the world number one player

Mawlawi Matiul Haq Khalis, director-general of Afghanistan's National Environmental Protection Agency meets with the media on the sidelines of the United Nations Climate Change Conference in Baku on November 11, 2024. — AFP

BAKU: The first Afghan official to attend UN...

Britain's Prime Minister Keir Starmer delivers a statement during the United Nations climate change conference COP29, in Baku, Azerbaijan November 12, 2024. — Reuters

BAKU: Climate change remains a point of concern and contention for countries around the world who are now fighting...

Turkish President Tayyip Erdogan, Prime Minister Shehbaz Sharif and Britain's Prime Minister Keir Starmer attend the Opening Ceremony of the United Nations climate change conference COP29 in Baku, Azerbaijan November 12, 2024. — ReutersPM to highlight climate change dangers affecting...

Prime Minister Shehbaz Sharif addressing the Climate Finance Roundtable Conference, hosted by Pakistan, on the sidelines of COP29 Climate Action Summit in Baku, Azerbaijan, November 12, 2024. — PID

Prime Minister Shehbaz Sharif addresses the COP29 Climate Action Summit in Baku, Azerbaijan on November 13, 2024. — PIDNearly 200 nations negotiating global action on climate change at summit. PM Shehbaz Sharif calls for fulfilment of pledges made at COP27,...

Inside the Ring: Rising global temperatures pose pressing challenges for the Defense Department and a new climate planning cell is needed to better monitor climate threats, according to a major new study by the Pentagon's Defense Science Board.

Dutch Prime Minister Dick Schoof on Saturday canceled a trip to United Nations climate talks in Azerbaijan so that he can stay in the Netherlands to deal with the fallout from assaults on fans of Maccabi Tel Aviv soccer team in Amsterdam that authorities condemned as antisemitic.

The chief of ExxonMobil is pressing President-elect Donald Trump to stay in the Paris accord on climate, saying another withdrawal would confuse investors.

There's a reason we heard so much about extreme heat deaths over the summer.

World leaders are converging Tuesday at the United Nations annual climate conference in Baku, Azerbaijan although the big names and powerful countries are noticeably absent, unlike past climate talks which had the star power of a soccer World Cup.

The majority of intelligent Americans and Washington Times readers are overjoyed and relieved that Clinton-Soros puppet Kamala "Hillary" Harris was defeated by Donald Trump ever so decisively.

Anthony Rizzo's $17 million option for 2025 was declined Saturday by the New York Yankees in favor of a $6 million buyout, making the first baseman a free agent.

The Orioles declined a $16.5 million option Saturday on outfielder/designated hitter Eloy Jimenez, who becomes a free agent.

Gary Sanchez's $11 million mutual option for 2025 was declined by the Milwaukee Brewers on Saturday, making the catcher a free agent.

Joey Gallo's $8 million mutual option was declined by the Washington Nationals on Sunday, making the first baseman/outfielder a free agent.

California air regulators voted to approve changes to a key climate program aimed at reducing planet-warming emissions that has a wide swath of critics and could increase gas prices statewide.

President-elect Donald Trump showed his intention to shake up the federal government Tuesday by naming former Director of National Intelligence John Ratcliffe to lead the CIA, Elon Musk to head a new department to cut waste and regulations, and the unexpected choice of military reservist and Fox News figure Pete Hegseth to serve as Defense Secretary.

Research in Nature Climate Change uses data on 50,000 common plants and animals to predict worldwide range losses without urgent action to limit emissions

Climate change could dramatically reduce the geographic ranges of thousands of common plant and animal species during this century, according to research using data made freely available online through GBIF.
The information on the current location of common species of plants, mammals, birds, reptiles and amphibians was taken from around 170 million individual data records published freely online through GBIF by some 200 different institutions around the world. The records include museum specimens, data from scientific expeditions and the observations of thousands of volunteer ‘citizen scientists’.
One of the co-authors of the study, Jeff Price of the University of East Anglia’s School of Environmental Sciences, United Kingdom, said: "Without free and open access to massive amounts of data such as those made available online through GBIF, no individual researcher is able to contact every country, every museum, every scientist holding the data and pull it all together. So this research would not be possible without GBIF and its global community of researchers and volunteers who make their data freely available."
The lead author of the study, Dr Rachel Warren, also from UEA’s School of Environmental Sciences and the Tyndall Centre, said: "While there has been much research on the effect of climate change on rare and endangered species, little has been known about how an increase in global temperature will affect more common species."Our research predicts that climate change will greatly reduce the diversity of even very common species found in most parts of the world. This loss of global-scale biodiversity would significantly impoverish the biosphere and the ecosystem services it provides. The good news is that our research provides crucial new evidence of how swift action to reduce CO2 and other greenhouse gases can prevent the biodiversity loss by reducing the amount of global warming to 2 degrees Celsius rather than 4 degrees. This would also buy time – up to four decades - for plants and animals to adapt to the remaining 2 degrees of climate change."

By http://www.eea.europa.eu/

Grassland butterflies have declined dramatically between 1990 and 2011. This has been caused by intensifying agriculture and a failure to properly manage grassland ecosystems, according to a report from the European Environment Agency (EEA).

The FP7 CLIMSAVE project ("Climate Change Integrated Assessment Methodology for Cross-Sectoral Adaptation and Vulnerability in Europe") finished at the end of 2013. The project developed the CLIMSAVE Integrated Assessment Platform which is a unique user-friendly, interactive web-based tool that enables stakeholders to interactively explore the complex multi-sectoral issues surrounding impacts, adaptation and vulnerability to climate and socio-economic change within the agriculture, forest, biodiversity, coast, water and urban sectors.  Two versions of the tool have been developed: one for Europe and one for Scotland.

EU BON and CETAF informatics groups had an astronomically successful meeting at Digitarium in Joensuu, Finland, 17-20 March 2015. The event coincided with solar eclipse and show of the decade for northern lights.

Major progress in data standards for information exchange took place during the week when the Biodiversity Information Standards TDWG organisation announced ratification of five new terms for quantitative biodiversity data, which had been proposed by the EU BON project one year earlier. The new terms include, in particular, organismQuantity and sampleSizeValue. This allows for exchange of ecological data in much wider scale than what has been possible until now. The participants of the meeting applauded for this occasion.

Northern lights over Joensuu Science Park 2015-03-18. Photo: Riitta Tegelberg

The meeting included a training workshop on new data sharing tools, and working sessions for designing the EU BON portal, which will allow using biodiversity observation data in research.

The 40 attendees came from 18 different countries.

Participants at the meeting.

During the meeting the attendees also were given presentations and demonstrations of Digitarium's equipment and methods for high-performance digitisation.

Sustainable governance of our biological resources demands reliable scientific knowledge to be accessible and applicable to the needs of society. To achieve this, the EU BON project aims to develop a European Biodiversity Observation Network that facilitates open access to biodiversity data of relevance to environmental policy, and to develop innovative platforms for sharing and conveying this information through visually effective and policy-relevant media.

As part of this endeavour, EU BON partners FishBase Information and Research Group (FIN), the Museum für Naturkunde Berlin (MfN), and the UNEP World Conservation Monitoring Centre collaborated to produce an infographic titled ‘Climate Change & Biodiversity: What may happen to bony fishes in the North Sea?’. This infographic explains the economic and ecological importance of bony fishes in the context of the North Sea. It also visualises potential changes to species diversity and composition over time, using habitat suitability and climate change predictions. These changes have been projected to 2100 based on modelled environmental conditions under the Intergovernmental Panel on Climate Change’s A2 emissions scenarios. The projections have direct policy relevance to Aichi Biodiversity Target 10 of the Convention on Biological Diversity, which seeks to understand trends in climatic impacts on community composition in ecosystems, and to thereby minimize these impacts.

The infographic was published on the 1^st June 2015 on page 26 of The Parliament Magazine’s ‘Green Week’ edition (Issue 413), which is distributed to all members of European Parliament, the European Commission, Presidency Office, Party political groups, and various other EU institutions, with over 50,000 readers worldwide.