The Gap Between The Knowledge Of Virtual Enterprise Actor And Knowledge Demand Of Industry 4.0.
Stochitoiu, Anca Georgiana Costache ; Popa, Cicerone Laurentiu ; Dobrescu, Tiberiu 等
The Gap Between The Knowledge Of Virtual Enterprise Actor And Knowledge Demand Of Industry 4.0.
1. Introduction
Over the last few years there have been gradual changes towards the
new technology, but from now on, there is already a difference in the
peace at which things need to change. Progress awaits no one, and all
that is new must be absorbed as fast as possible. Virtual organizations
are at the point in which all the strategies must be reorganized in
order to keep up with the new demands coming from Industry 4.0: better
knowledge, better and new specializations, soft skills, management and
communication skills.
The intensive development of computer technology and industry or
telecommunication services over the past decades has led to a better
outreach of the information society. A society of this type is clearly
dependent on artificial intelligence, virtual environment and the
evolution of industrial society, to the informational, through
computerization, is a trend of contemporarily clearly characterized by
global expansion, rapid change and the social system revolution, while
the social and economic environment, with the help of cross-border
information, tends towards a globalization process that will have a
strong positive impact on information technology and communications. [7]
Gradually, the way of access to information and public information
resources will be very diversified in all areas nowadays, from
government to culture or education, will create new jobs and a
significant increase in occupation.
Information resources and knowledge will take on a very large and
high degree of importance. Research and technological innovation
activities will play a key role in economic and social development. The
economic sector that deals with the production and dissemination of
information assets will feel an increased dynamics, and computer-
assisted activities, interactive work, remote work within virtual
organizations (where occupants of various geographic territories will
overcome geographical barriers) will become predominant. A major share
will be held by virtual enterprises and distance learning. [8]
An informational society is based on an intensive
technology-information economy and provides information-based businesses
with the utmost use of material and human resources through a high
intelligence investment. This type of economy leads to a wide range of
IT products and easy citizen access to information system facilities,
both in workplace and private life. The infrastructure of this society
is represented by computer networks, telecommunication, intelligent
workstations, expert teams and systems or multimedia systems that become
operational, integrating information (be it text, sound or image) to
assist the process of access to knowledge, designing new ideas and
making decisions.
Technologically advanced development must be sustainable and
qualitative, therefore limited natural resources, environment and
society, all need to be protected by applying appropriate industrial
policies and implementing new strategies to support the education and
training system research. We are witnessing the development of Industry
4.0 and all changes and forms of organization or reorganization imposed
by it.
The current innovation potential of the companies involved in the
production will ensure competitiveness, maintenance and development in
the future. Post-industrial society is progressing from a technical and
technological point of view, and highly developed countries tend to
deindustrialize, transferring the areas of labor-intensive activity to
emerging states. But there is a problem: can the service industry
provide enough work to balance the growth of industrial strength and
productivity as a result of automation and robotics? In the last
decades, the new information technology has had a huge impact and
decentralization, reorganization requires more and more accessible
information to the management of organizations and enterprises, and to
top or middle managers. The service market is over-saturated and
competition in the field is getting stronger.
There have been changes in many areas such as e-government,
e-commerce, education (e-learning), culture (multimedia and virtual
libraries), setting the transition to a new industrial revolution based
on the progress of knowledge, innovation, discoveries and new
technologies. As the gradual evolution of science, the emergence of
important inventions, and the desire of the people to evolve have
generated major changes and have always led to industrial revolutions,
the development and evolution of technology, technology in general,
information and communication technology in particular the beginning of
the Fourth Industrial Revolution we are currently witnessing: Revolution
4.0.
This Industrial Revolution is characterized by the development and
use of green energies, the strong impact of the Internet, the spread of
robotics, biotechnology, nanotechnology, microelectronics, the emergence
of advanced materials and additive production (3D printing).
Internet development has led to a change in the way goods and
services are offered. It has moved from direct trade to online commerce,
thus facilitating access to information and communication by both
companies and consumers.
As a result of all changes in the field of information and
communication technology, there is a need for a different form of
business organization at the functional level, namely the one we
currently call a virtual organization. As a result of the changes in the
economic and industrial environment, the possibility of a new form of
organizing business and production at the institutional level was
identified: the virtual enterprise.
At the same pace as society, technology and industry change, the
way in which businesses operate and is organized is changing. In order
to be present in the current climate of technical and technological
progress, we see the emergence of virtual organizations, virtual teams
and virtual organization of enterprises and the need for a better level
of knowledge and knowledge management.
2. Literature review
Every few years, a new technological development or managerial
philosophy attracts the attention of thinker's strategic
organizations and business practice. Not long ago, it was conceptualized
and developed ''Total quality management", then
'redesigning Business Process Reengineering". More recently, a
new interest emerged for 'Knowledge Management", although as
early as 1950 Peter Drucker introduced the concept of
''knowledge Workers" for workers capable of using
knowledge in the organization to produce intangible products. Because
the market has become more competitive and less predictable,
organizations realized that their main values are what they know and
using the knowledge on technologies, organizational processes, in order
to obtain the competitive advantage [2]. If the industrial society has
different types of organization, coordination, planning of technological
resources, products and financial resources in the informational company
or knowledge-based approach is pursued finding principles, methods and
techniques of investigation, planning, organizing the critical
resource-knowledge [12]. There is no standard definition regarding all
that stands for knowledge. It generally refers to a set of
organizational practices and ways of generating, capture and disseminate
the necessary knowledge to achieve objectives of the organization.
There is a lot of confusion about differences between time,
information and knowledge. While the data reflects the numerical
description of some actions, processes, facts, phenomena, information
bring an increase of knowledge reflecting a set of data grouped in some
models and forms, and knowledge groups a set of information with a
strong human and contextual determinant. In this sense, the knowledge
describes an ensemble of information acquired or applied to a particular
context through human thinking. A significant difference between
information and knowledge is determined by the transfer them. While the
information can be easily transferred from one person to another,
knowledge has a lower degree of transferability, they also have a
psycho-social content, contextually reflecting intuition, creativity and
experience the person who possesses this knowledge. [13]
Nonaka and Takeuchi identify the following types of knowledge [9],
[10], [11]:
* Explicit knowledge that can be expressed through words and
numbers. It can be easily communicated and distributed under form of
data, scientific formulas, coded procedures or universal principles.
* Tactical knowledge that is very personal and difficult to
understand by formalized, experience-dependent and feature- rich
individuals.
* Implied knowledge stored in entities that depend on the practical
context (products, technologies, processes etc). The value of knowledge
is reflected in products and physical services of the organization in
intellectual products (patents and licenses), processes (structural
capital) and people (intellectual capital).
In the view of the authors these are the main characteristics of
knowledge:
* Is an abundant resource that develops continuously. While world
evolves, human knowledge develops. With the help of information and
communication technologies, methods innovation and generation of ideas,
this resource can have a special momentum [1].
* The benefits of a good knowledge management can be very high. In
an organization with 1000 people we don't actually have 1000 people
who develop and share their knowledge possessed, but the ones that do
are a great asset.
* The transfer of knowledge and information is not subject to laws,
taxes and trade barriers. It assumes a lower cost of this resource.
* Knowledge is contained in information packets. They cannot be
assimilated to information that is perceived in seconds. Knowledge is
assimilated in days and weeks by reading, listening, experience or human
interaction.
* Knowledge about work can be learned through work--during
practical exercise, behind reflections on mistakes and the success of
the process.
* Knowledge is generative. Knowledge about a domain involves not
just reproduction of information which characterizes that area, but the
enunciation of some Knowledge that requires correlations, abstractions
and syntheses. Human knowledge thus becomes the most important
production factor that can provide organizations and nations,
competitive advantage in the new millennium [3].
Human knowledge practically embraces all structures and its
processes: organizations, technologies, products, human resources, being
the foundation structure of an organization.
Translating human knowledge into manageable entities, which can be
effectively acted through different actions and practical tools have
spurred the emergence of a theory regarding the management of knowledge,
which can be defined as the art of predicting, manage and develop the
knowledge of a socio-human system in order to achieve the objectives.
3. Existing knowledge and knowledge demand
To offset the rapid pace with which industry and society in general
are moving towards adopting Industry 4.0, we need to balance between
knowledge needs and current knowledge. The limitations of this research
and the authors approach are related to the knowledge and the knowledge
gap between the existing level and the level required.
Managing knowledge is the process by which the starting knowledge
that exists in a company is organized and coordinated. This process
involves:
* Grouping knowledge by type from the main sources of the
organization, through processes, to building internal memory. The group
is considering different criteria set by knowledge system designers.
* Storing the knowledge that is being pursued in knowledge
infrastructure organization in terms of efficiency.
* Classification of knowledge for evaluation and award priorities
that reflect the quality of knowledge, respectively the degree of
suitability to process requirements.
* Selection of knowledge by which the user is allowed using
criteria to identify the most appropriate ones.
* Dissemination of knowledge through which knowledge is stored in
various forms (tacit, explicit or implicit) and accessed by all members
of the organization and even by its stakeholders--customers, suppliers,
etc. The knowledge management process has developed mostly based on
technology systems information and communication.
Knowledge development refers to the accumulation of new knowledge
for innovation, adaptation and achievement objectives of the
organization. Forms of knowledge accumulation vary depending on the
entity that accumulates them. Human resources accumulate knowledge
through socialization (human interaction), explicit internalization
(learning in formal or informal framework) and implicit internalization
(carrying out work processes, or by doing). Artificial intelligence
systems accumulate knowledge by processing new facts in the context
determined by an initial knowledge base and a model of thinking. The
organization, viewed as a learning entity organization, modifies its
potential actions in a given context. The rhythm with which an entity
learns to anticipate and adapt to environmental developments is a source
of competitive advantage [4]. The organization accumulates knowledge
from outside by renting (hiring a consultant and using his expertise for
acquiring new acquaintance) or by buying (purchasing a society for the
knowledge it holds) or from inside, through the dissemination of it from
a particular source component and the development of existing sources.
An important aspect of development is the process of converting implicit
knowledge (from the practical environment) into tacit knowledge (related
to the resource human) through the exercise of work processes.
Efficiency of this process is determined by the mental model or the way
of thinking of the individual, his previous knowledge and the practical
context [14]. The role of each of these factors can be deduced from the
following analogies: the context is practically analogous to the raw
material supplier; mental model is analogous to the technology of
transformation the raw material, and previous knowledge has the role of
the catalyst which allows the raw material to be transformed. The mental
model is the result of the accumulation and is considered the most
important factor in the process development. In the theories of
knowledge management there have been delimitated two types of knowledge
mental models: linear thinking and systemic thinking. Studies on the two
models of thinking reveals that systemic thinking allows efficiency and
high efficacy of human decisions in professional or social life. By
systemic approach the system is building decisions that can balance the
negative effects of decisions that are taken in the case of linear
thinking. previous knowledge may be characterized by volume, structure
and quality. The higher the volume of the platform on which new
knowledge can be built and the better the structure or diversity of
knowledge is, it contributes to building deeper knowledge. Quality
acquaintance reflects the ability to respond more effective to practical
needs; the more knowledge more appropriate to practical needs we have,
both accumulation is intensifying. The practical context has the role of
providing its information the knowledge that represents the substance
necessary for the accumulation of new; through its dynamics, the
practical context determines new connections and new knowledge,
respectively.
It is in our belief that new specialist are needed for managing
different tasks: knowledge transfer experts (people who extract
knowledge from different sources, organize and them so that anyone can
use it and update them periodically); strategies experts for knowledge
management (people that develop the strategies related to the knowledge
base--auditing knowledge sources, determining what requirements derives
from the mission, purpose and objectives assumed, the strategic planning
of the necessary knowledge etc.); knowledge designers (people with
concerns similar to the specialists who have developed for two decades
rules and facts for expert systems; in this new profession, designers of
knowledge follow design rules and the knowledge base at the whole
organization); knowledge management officers (responsible with the
creation of knowledge infrastructure, structures and related processes
and organized organizational culture for learning and acquiring
knowledge) [5].
We need knowledge-based technologies. Intranet represents the
Internet concept within an organizations : each entity, individual,
compartment, office, working groups, other formal or informal structures
have its own web page thus allowing access via the Internet to the
information and knowledge dispersed within organization. The intranet
also contains a page web with access to the central knowledge of the
organization. This form of network uses Internet infrastructure and
leads to minimal resources needed for its design. Navigation can be done
with Netscape navigator or other specialized browsers. Employees of the
company can thus be in permanent contact with organization and with its
knowledge base from any point on Globe through the Internet. Groupware
is the information technology that drives of group words and software,
which means software for group work or in other words, knowledge and
software accessed at the same time by multiple users. Most relevant
construction of the software market is Lotus Notes, often used for
brainstorming and electronic teleconferences in the process of
generating and disseminating new knowledge. Document management software
is a product computer system that allow the integration of entities
within the documents as well as on-line access to them. Open distributed
hypertext systems are software programs that allow embedding of
components information technology --text, graphics, audio and
video--which are also distributed via virtual network connections
computers. The Internet is such a hypertext system distributed but are
read-only, not open as webpages are.
Technologies and techniques of representation of knowledge through
which knowledge is considered object between which different connections
are established are in full swing development due to the emphasis on
explicit knowledge. It is appreciated that the hypertext distribution
through virtual connections between the components of an entity is the
most used representation technique and will be more and more used.
Already exist in the world processes that help increase knowledge
competence modeling. One of those is the process of analysis for
organizational identification of specialists and their competencies,
profile design (knowledge, values, aspirations, behaviors and attitudes)
and development competencies in the directions needed to support the
areas critical of the organization. The memory of the organization is
the process that has as an objective the transformation of silent
knowledge from within the organization in explicit knowledge, easily
transferable. The existence of internal memory allows the application of
contestant practices engineering, rapid adaptation to environmental
changes outside and the formation of virtual organizations in which
components are horizontally integrated. Communities of knowledge
practice are communities of experts, practitioners, politicians,
teachers and researchers etc. which share a common interest in certain
themes. They use in general an electronic platform, to develop concepts
and debate issues in discussion. Benchmarking is the managerial practice
with the role of investigate best practices from different industries
and organizations and report the organization's internal processes
to the new standards.
We have to develop national design policies for a knowledge-based
economy. Most of the countries OECD have begun building the human
infrastructure and informational technologies that will translate
economies to the new knowledge-based society. The main competencies on
which these policies are focused: production of knowledge, transmission,
transfer and measurement of knowledge.
Organizations are increasingly focusing on their intellectual
assets, and less on the material goods they have administered. Knowledge
solutions become the key used to build and support capital goods and
they are used to create economic value and enable individuals, teams,
and communities to achieve much improved performance in creating,
capturing, sharing, and exploiting knowledge [6].
4. Conclusion
It is necessary to clearly delimit the concepts of data,
information and knowledge. Data is a series of directly observable
properties of things, information is the accumulation of data in a
higher-level beam with meaning filtered through a person's
perceptions and thoughts (cognition), information stimulates one wide
range of actions and activities and knowledge is extracted from data and
built on information. The two distinct forms of knowledge : explicit
knowledge, consisting of forms of information, expertise, or experience
that can be expressed in detail, archived, encoded, and can be
distributed with IT and can take the form of a database, a document, a
drawing, formula, patent, video, or presentations and silent knowledge,
or intrinsic science, the ability of an individual to possess, is a
system common, unexpressed values, visions, goals, and behaviors that
direct the activities of an organizations; the tacit knowledge derives
from the accumulated experience.
The main obstacle for most organizations is identifying this tacit
knowledge system. challenge raised by this consists of finding out how
to recognize, generate, distribute, and administer the system. Tactical
knowledge can only be deduced from human actions, it is are not
observable directly. It is a human attribute that predisposes people to
act in certain ways depending on circumstances. An accumulation process
can use and re-use information, explicit knowledge, experience, and
expertise to obtain a special business benefit, meeting a goal, or to
increase the profitability and competitiveness of the organization.
Through this process, an organization generates value from intellectual
and goods based knowledge. Knowledge management is a good catalyst for
innovation and learning. Solutions in this area have the duty to fill
the gap between explicit and tacit knowledge and implement content
technologies that support the capture and management of explicit
information. Collaborative technologies allow individuals and
communities to create, distribute, and publish information to meet the
specific business objectives.
The gap between existent knowledge and demanded knowledge must be
filled. In order to do that, organisations need a good knowledge
management. We think that in today's economic climate, where the
focus is on information, organizations get greatest value from their
intellectual goods rather than from physical ones. They have to maintain
the sharing of knowledge to lay the foundations for collaboration. In
addition, a good management of it narrows the gap and helps
organizations in the following areas:
* Supporting innovation--provides a network infrastructure
electronic and social, so that they can develop new products or
services; it supports and provide access to sources of ideas so that
they can be transformed into capital.
* Supporting collaboration--enhances opportunities for
collaboration; this enriches the exchange of tacit and explicit
knowledge among people; and encourages free flow of ideas.
* Encouraging and using learning--facilitates and accelerates the
learning process; it creates for individuals and groups the
possibilities to implement new knowledge; it exploits organizational
knowledge and brings the right knowledge to the right people, in an
intelligible context that explains the new challenges; it capitalizes on
individual learning through rewarding and speculating on the benefit of
the entire organization.
* Developing social capital--enhances the transfer of individual
knowledge within the organization; supports the exchange outside the
organizational boundaries, and puts together the people who have the
necessary tacit and explicit knowledge to carry out their work.
* Attracting and Maintaining Human Capital--increases storage rates
employees by recognizing the value of each employee's knowledge and
rewarding it for this luggage; capture and capitalize people knowledge;
promotes career development.
* Creating and using structural capital--transforms intellectual
capital in structural capital; and directs strategic thinking towards
capitalization of knowledge above focus on budget issues.
* Creating the opportunity for online government--provides a basis
IT-enabled information technology to enable citizens and customers to
access the information and services they need; it establishes a network
of well-trained government employees which can increase value for
citizens and customers.
* Increasing productivity--fluidizes operations and reduces costs,
risks, learning curves and initialization times by eliminating redundant
or unnecessary processes; it contributes to the fundamental goals /
mission.
* Exchange of good practices / processes--distributes good practice
throughout within the organization; it learns from the failed efforts;
provides a platform for innovation and innovation reuse of knowledge;
sets the benchmarks for internal and external performance for
individuals and teams and helps new employees become more familiar with
the culture of the organization.
* Increasing customer satisfaction--improves customer service
through cutting response times; it focuses on the knowledge of the needs
of the customer in viewing the efforts of an organization; and improves
customer experiences and results With regard to the services that are
available to them.
* Establishing a distinction between competitive advantage and the
business market--helps to ensure the superiority of knowledge; when it
takes the form of a proposal business, products or services, it changes
the proposal to capitalize on the supply of goods and services to
provide knowledge and expertise for these goods and services and
concentrates on customer needs to meet business / mission goals.
In creating innovative products and services, some organizations
may not have the ability to plan in the way effectively and
strategically, access the operation, and be able to successfully
implement the systems needed for the business. These can become
obstacles to implementing a good knowledge management.
Some of the other problems regarding the gap between demand and
offer in terms of knowledge include:
* Recruitment of employees--a culture that recognizes silent
knowledge and encourages employees to make exchanges is critical for
good management. Employees are encouraged to give up their knowledge and
experience--the features that define their value at individual level. In
addition, employees who participate have the opportunity to become aware
of the quality or relevance of the information they contribute with.
* Using technology to deliver optimal output. Knowledge is not
focused on technology. That's why an organization should not be
attracted to the trap of establishing a knowledge management program
exclusively on the premises designed by a collaborative tool. Technology
can support knowledge management, but this is not the starting point.
* Lack of a specific business goal--managers must incorporate a
specific business goal.
* Ensure updating in the knowledge process. Content of a program
must be permanently updated, rectified, or deleted. In addition, the
relevance of knowledge at some point changes, just as skills employees
do.
* Changing information into knowledge. Organizations must be
vigilant about overloading with information. The goal of is to filter
and spread the most valuable knowledge from a true ocean of information.
If we think about solving problems and about the future needs here
are 10 competencies a virtual enterprise actor will need at work after
2020 in order to meet any knowledge demand:
* Flexible thinking--the ability to give up ineffective actions and
solve problems in a way that will lead to the desired results, the
ability to approach new strategies easily, to see the situation in
development and to predict the outcome of different variants, the
ability to select information and find solutions by using a variety of
approaches;
* Negotiation--the capacity to find the solutions in which both
parties gain, the ability to create a compromise that both parties
benefits from, excluding imposing the view on others;
* Service-oriented--that competence that facilitates the provision
of the best service, using existing resources in a shorter time. This
means acting proactively and having the ability to observe both the
details and the ensemble, that is, to work in such a way as to avoid the
occurrence of problems, to keep the person informed about how to process
the problem solving process, to have the ability to use the information
you have in the most efficient way and to ensure that the service you
offer has the impact you have planned;
* The ability to discern and make a decision--a complex package of
interconnected competences, such as the ability to perceive and
distinguish the details of a situation, the ability to follow a
cognitive process of analysis and selection of conclusions, the ability
to formulate an opinion or make a critical distinction on ideas, people
or situations, the ability to evaluate, compare and deliberate;
* Emotional Intelligence--the capacity to manage your own emotions
and correctly identify the emotions of others, the awareness of inner
states and effective social interactivity;
* Coordination with others--the ability to organize your own
activity by linking it to the whole package as part of it, the ability
to cope with obstacles and to keep moving towards reaching the goal,
separating tasks and correlating them with work, the ability to
prioritize activities so as to ensure logical, fluid performance in
relation to the entire package to which it belongs;
* Ability to manage relationships with people--the ability to
maximize the efficiency and productivity of interaction with others for
the benefit of all;
* Creativity--the ability of man to realize the new, in different
forms, to reveal special, unknown aspects of reality, to develop
original paths and solutions to solve the problems and to express them
in new personal forms;
* Critical Thinking--an amount of competencies that support a
mental process of analyzing and evaluating an idea or situation, the
ability to reflect and find a logical connection between ideas and
arguments, to understand the relevance of information or knowledge, and
to build new arguments, as well as the ability to distinguish between
facts, opinions and judgments;
* Solving complex problems--that is, a combined use of all the
above competencies.
This article represents only a beginning of the study regarding the
problem of knowledge. In the following period, the authors will focus
their attention on further research and completion of this study.
DOI: 10.2507/28th.daaam.proceedings.105
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