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This book identifies the principles that should be applied when
processing Big Data in the context of food safety risk assessments.
Food safety is a critical goal in the protection of individuals'
right to health and the flourishing of the food and feed market.
Big Data is fostering new applications capable of enhancing the
accuracy of food safety risk assessments. An extraordinary amount
of information is analysed to detect the existence or predict the
likelihood of future risks, also by means of machine learning
algorithms. Big Data and novel analysis techniques are topics of
growing interest for food safety agencies, including the European
Food Safety Authority (EFSA). This wealth of information brings
with it both opportunities and risks concerning the extraction of
meaningful inferences from data. However, conflicting interests and
tensions among the parties involved are hindering efforts to find
shared methods for steering the processing of Big Data in a sound,
transparent and trustworthy way. While consumers call for more
transparency, food business operators tend to be reluctant to share
informational assets. This has resulted in a considerable lack of
trust in the EU food safety system. A recent legislative reform,
supported by new legal cases, aims to restore confidence in the
risk analysis system by reshaping the meaning of data ownership in
this domain. While this regulatory approach is being established,
breakthrough analytics techniques are encouraging thinking about
the next steps in managing food safety data in the age of machine
learning. The book focuses on two core topics - data ownership and
data governance - by evaluating how the regulatory framework
addresses the challenges raised by Big Data and its analysis in an
applied, significant, and overlooked domain. To do so, it adopts an
interdisciplinary approach that considers both the technological
advances and the policy tools adopted in the European Union, while
also assuming an ethical perspective when exploring potential
solutions. The conclusion puts forward a proposal: an ethical
blueprint for identifying the principles - Security,
Accountability, Fairness, Explainability, Transparency and Privacy
- to be observed when processing Big Data for food safety purposes,
including by means of machine learning. Possible implementations
are then discussed, also in connection with two recent legislative
proposals, namely the Data Governance Act and the Artificial
Intelligence Act.
In commemoration of the tenth anniversary of September 11, Mychal's
Prayer is a small devotional guidebook honoring the spirituality of
Father Mychal Judge, the saint of 9/11. Author Salvatore Sapienza
worked alongside Father Mychal in the formation of Saint Francis
AIDS Ministry in New York City.
"Jesus instructed us to forgive those who have wronged us seventy
times seven times," Brother Vito Fortunato teaches the boys in his
high school religion class, but it's Vito himself who has the most
trouble with forgiveness: trying to forgive the Church, the gay
community, and most of all, himself. Just a few months from his
final vows as a Brother in the Catholic Church, Vito finds himself
at a crossroads, torn between his spirituality and his sexuality as
a fully out and proud gay man. Will a summer of volunteer work at
an AIDS center in San Francisco-and a love affair with Gabriel, a
recently divorced landscaper-help Vito decide his calling-and his
future? Seventy Times Seven is a poignant, sexy, funny, and
romantic novel set in the early 1990s about a young man's struggle
to integrate his religious beliefs with his sexual desires. The gap
between sexuality and spirituality is punctuated throughout the
novel with quotes from the Scripture, and from song lyrics from
Prince and Madonna, artists who merged the two worlds in
provocative and groundbreaking fashion.
A discussion of "Gay is a gift" on the Oprah Winfrey Show inspired
this inspirational pocket guide on gay spirituality, which provides
useful tools for uncovering your inner giftedness and discovering
the true Spirit within. This concise handbook shares the spiritual
wisdom of gay shamans throughout history, from the Native American
"Two Spirits" to contemporaries like Ram Dass, but does so in a
very clear and simple manner, giving readers step-by-step
instructions for applying this wisdom to their own spiritual paths.
Former Catholic monk and Seventy Times Seven author Salvatore
Sapienza also shares his own spiritual journey with readers,
helping them to unwrap their own unique gay gifts and to shine this
special light on the world. "Think of Gay is a Gift as a Chicken
Soup for the Gay Soul," says Web Digest Weekly, and gay spiritual
writer Toby Johnson says, "Salvatore Sapienza's Gay is a Gift is
itself a gift; a sweet, inspiring portrayal of gay consciousness as
blessing, along with a simple, light-hearted - even fun - spiritual
practice for bringing more blessing into your life."
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