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E-government - a service
Tibor VÁMOS
Computer and Automation Research Institute, Hungarian Academy of Sciences
H-1111 Budapest, Lágymányosi u. 11., Hungary - e-mail: vamos@sztaki.hu
Ágota BAUSZ
Computer and Automation Research Institute, Hungarian Academy of Sciences
H-1111 Budapest, Lágymányosi u. 11., Hungary - e-mail: bausz@sztaki.hu
György LENGYEL
Budapest University of Economic Sciences and Public Administration, Dept. of Sociology
H-1093 Budapest, Fővám tér 8., Hungary - e-mail: gyorgy.lengyel@soc.bke.hu
Klára SÁNDOR
University of Szeged, Teachers' Training College, Dept. of Hungarian Linguistics
H-6725 Szeged, Boldogasszony sugárútja 6., Hungary - e-mail: sandor@jgytf.u-szeged.hu
Abstract
A complex experiment has been made in southern Hungary, in the
region of Kaposvár. The flow and structures of information have been examined and a
thorough analysis has been made about the environment in order to create a more flexible
and user oriented dialog. In the following the results of a representative sociological
survey are reported concerning the attitudes of different social strata about the
application of IT in communicating with local administration. Analyses of letters from the
point of view of mother language understanding are included.
Key words: e-government, sociological aspects, language
understanding, artificial intelligence.
1. The experiment environment
A complex experiment is launched in the region of Kaposvár, a city in
southern Hungary. The region comprises about 120.000 inhabitants. The homepage of the city
is www.kaposvar.hu. The specialty of the
experiment can be summarized in the following: its complexity relates to several aspects
of public administration, high level man-machine communication has been introduced,
natural language understanding and decision support test have been included. The project
has a strong sociological background; it aims at a more direct democracy, as well as the
education of citizens and civil servants in order to elevate the human role with the aid
of information technology. The experiment suggests improvements in organization structures
and legislation.
Self-government, democracy and competence are the three key principles of
administration, sometimes in contradictions, sometimes in harmony. The main principles are
consolidated by the constitution and related by legal regulations, nevertheless the
working connections and checks and balances between them are to be exercised in day by day
practice. We hope that this will be supported by the local e-government technology due to
its transparency, on line direct communications and reasoning possibilities.
The general council of the city is an elected body representing the lay
civilian population, headed by a directly elected mayor. The electronic interface should
be a working agent between the elected and the electors during the four-year term periods.
Self-government implies independence from the central government and dependence from or
rather responsibility only to law. Nevertheless, the national government can disturb this
independence by budgetary means. The transparency of budgetary policy is a major issue for
electronic democracy.
Competence is represented by the office of the mayor. They were our best
partners in establishing the system; their majority understood the extent of the support
that a more efficient checks and balances system could provide. Their contacts with the
population are sometimes closer and better than that of the elected representatives.
On the other hand their communication with the partners (educational,
cultural, health institutes, ministries, revenue office, police, fire department, supplier
companies, etc.) is slow, bureaucratic and difficult, it requires serious and unnecessary
investment from the citizens to understand. The present office routine is very formal; it
differs from prevalent style and techniques of everyday life.
The project aims to develop a common public language that everyday people
can easily use and understand. We would like to deliver the office routine to the
citizen's household, to facilitate their everyday life. We offer a solution to resolve
this problem by substituting the formal way of the office routine with dialogs in a very
circumspect way. (The well-designed dialog structures ensure that citizens can use them
more efficiently than the typical instruction sheets of the household appliances.)
2. The position of Hungary in the E-government world
A global survey of e-governance titled "Benchmarking E-government: A
Global Perspective (Assessing the Progress of the UN Member States)" which was issued
in April 2002 by American Society for Public Administration (ASPA) and the United Nations
Division for Public Economics and Public Administration (UNDPEPA) defines a so-called
e-government index to measure the state of development in e-governance around the world.
The e-government index is a mean figure derived from the Web Presence, telecommunications
infrastructure, and human capital measures. The results of the e-gov index tend to reflect
a country's economic, social and democratic level of development.
The global e-gov index is 1.62, Europe's average index is 2.01, and in
this survey Hungary has achieved an index rate of 1.79. The survey divides the index
results into four categories: countries with high e-gov capacity (with an e-gov index
between 2.00-3.25), medium e-gov capacity (1.60-1.99), minimal e-gov capacity (1.00-1.59)
and deficient e-gov capacity (below 1.00). The e-gov index of Hungary falls into the
second category.
According to another approach of the above-mentioned global survey a
country's online presence can be categorized by one of five stages: emerging, enhanced,
interactive, transactional, and fully integrated or seamless. 32 surveyed countries are
located in the emerging stage, 65 in the enhanced, 55 in the interactive and 17 in the
transactional stage. No country surveyed has achieved the fully integrated stage. Hungary
has been placed into the interactive category.
2. Starting sociological reviews
The project has started with two basic reviews. The first was a thorough
analysis of existing functions and structures of local administration, the clarification
of responsibilities, for example, who reports to whom etc. The survey of information flow
identified the character of that flow, i.e. those having a straightforward procedural
line, the rules that are based on and those that would need some kind of arbitration. In
those processes the requirements of interior and external data documentation were
collected and the formal and legal rules were clarified for obtaining them from the
clients or from other agencies or other departments of the same organization. In that flow
the existing communication channels and legal barriers of non-unification of personal data
were identified.
Frequencies of different operations were estimated and their procedural
character (i.e. communication requirements with the interested persons, use and experience
with prefab questionnaires, data sheets, form of final and intermediate documents, their
delivery regulations, deadlines, the appeal procedures of distinct cases) was revealed.
The second review concerned the social environment. An 800-strong
representative sample of the adult population was selected according to residential areas,
age groups, and gender. The questions was oriented to computer literacy, access; computer
and web linked experience, habits within the family and with any kind of local access
(school, telecafé, telehouse, post office).
The current percentage of the population in possession of computers is
nearly 30 and this proportion is growing in an accelerated rate. Further 22% of the
population are planning to buy a computer in the near future. An interesting result of the
survey was that within this part of the population the income differences had no
definitive role. Those who do not intend to use computers are mostly old people. There is
almost a linear decline in the frequency of computer wizards with the rise of age: more
than four-fifths of those below 20 can, while more than nine-tenths of those above 60
cannot use a computer. While computers are rare in the households of people with 8
elementary grades of schooling only, among graduates of tertiary education the rate is
58.5%.
It must be stressed that no gender-specific features can be gleaned about
competent computer usage: among both men and women the rate is around the mean of the
whole sample.
The effect of the family experience is relevant: in families where a
member has computer experience the attitude is mostly positive. This emphasizes the role
of education radiating much beyond the generations in school. Refusal of computers was on
a rather low level, lower than expected in face of widespread negative media publications.
More than 60% was the ratio of those who consider positively the application of network
connection to the administration.
Special research was devoted to sociolinguistic problems. Basic position
of the research was the refusal of the wording; linguistics from that point of view is a
social phenomenon. The linguistic survey focused on the informants' reports about their
comprehension of formal, official texts in general, and on texts offered to them in formal
and in less formal variants. Both the informants' covert (unconscious) attitudes and their
overt (explicit) opinions towards these varieties were studied to reveal what linguistic
style people would prefer in official texts. The linguistic research was carried out on a
sub-sample of the general sociological survey with 200 informants and included social
groups similar to the general population survey.
3. Opinions about electronic administration
The minimal program of electronic administration is announcement of
information electronically, while the maximum program is integrated interactive
administration. The idea of an electronic information supply by the local governments is
received positively on the whole in the Kaposvár district: three-fifths of the
respondents, and over two-thirds of the sure respondents would support such an initiative.
Slightly more than one-third of the people had no experience of administrative matters or
refused to utter their opinions. If we disregard them, the majority - some three-fifths -
believe their pending matters could be arranged on line. Since not merely provision of
information but also interactive administration of affairs is presupposed here, it can be
declared that the population has positively received both the narrow and broad concept of
electronic government. True, there is far greater support for the on-line announcement of
information than for the arrangement of official matters on the net.
The bottleneck is caused by the technical conditions at first sight: less
than a quarter of the settlements has a public place where Internet access is available
for all. If we add that less than one-tenth of the respondents are connected to the net at
home, one must conclude that the objective circumstances allow for very limited, if any,
exploitation of the potentials of electronic administration. It is again true that in the
majority of the settlements an institution or some inhabitants are internet users, and
only one-eighth of the settlements are devoid of it. Less than one-fifth of the
settlements have local papers and also less than one-fifth have local television, about
half of these overlapping.
The opinion about electronic administration is strongly correlated with
the intensity of office experience. Those who had several matters to contact various
offices with, have far firmer and more positive opinions at an above average rate about
on-line administration. Those who had no such experience rejected it more firmly than the
average. By contrast, there was no correlation between the approval of electronic
government and the length of arranging matters, or the client's degree of satisfaction
with administration. This may be attributed to the fact that in the latter group there is
a well above average rate of those who would welcome electronic administration and a low
rate (one-fifth) of those who are dissatisfied with the current practice of
administration. While there is a close correlation between the acceptance of the maximum
and minimum programs of electronic administration (arranging matters vs provision of
information), it can be demonstrated that more than half of those who think that their
matters could not be arranged on line think that the local government should announce
information on the Internet.
Labour market presence, income and subjective class position show strong
correlation with the evaluation of information supply by the local authorities. School
qualifications, language skills, self-confidence in using the technical language were more
closely correlated with studied attitudes than the material resources.
As can be expected, the specific cultural resources connected to
information technology correlate more closely with the evaluation of electronic
administration than are material resources and the more general incorporated cultural
endowments. That especially applies to the possession and use of computers. It is also
noteworthy that the use of the SMS service of mobile phones - far wider spread than
computer usage affecting more than half the respondents - is at least as important a
watershed. Internet access at home, though lop-sided in distribution (such households, as
we have seen, came up to less than one-tenth of the sample) was also significant.
Regression models lead to the finding that trust in local governments, use
of mobile phones activity in the labour market, high qualification, urban residence,
telephone supply and access to Internet are the personal and settlement-level factors that
considerably and positively influence the evaluation of electronic public administration.
The findings reveal that it is not only the citizens' communicating habits
with offices that are unevenly scattered but so are their attitudes toward official
administration of public affairs, or, more concretely: their abilities, self-confidence
and respective satisfaction, as well as their opinions about the possibilities of
information are widely scattered.
At present, affairs - in public offices, authorities and financial firms -
are predominantly arranged personally, with correspondence and telephone arrangement of
matters being far rarer. Strata of higher social status have more intense contact with
offices than those who are beneath them by financial or cultural or labour market status.
This phenomenon is probably in connection with the fact that on the one hand office
services are inseparable parts of sophisticated consumer habits, and on the other hand,
they constitute part of proprietorship, of the functioning mechanisms of property. The
higher the social and material situation of a stratum, the more varied the office service
they avail themselves of. The settlement type of the respondents contributes to
differentiation in that the inhabitants of Kaposvár can arrange 96% of their matters in
town, while the inhabitants of nearby settlements can only see to a quarter of their
affairs locally.
The members of higher social strata - including those with higher school
qualifications - typically understand better the statements and official or business
documents of institutions, the media and the offices. The higher trained a stratum is, the
larger rate of them wish to arrange their matters themselves. A high rate of the strata
who have to handle a lot of official matters, e.g. the entrepreneurs, would gladly have
others arrange their official affairs for them.
The younger generation, the members of higher social strata and the
intellectuals are more dissatisfied with the current officials and procedures. The strata
that are not skilled in arranging their official matters have greater trust in offices
than those who can see to their affairs themselves.
Positive attitudes to the infocommunication of local public services and
their organisation are frequent in the local society's higher qualified, younger and
better-off strata. The higher the respondent's financial, positional or cultural status,
and the younger he/she is, the greater need he/she expresses for electronic information
from public offices. There are, however, deeper doubts about digitalized administration of
matters than about information supply. When development is planned, the broad stratum that
prefer traditional procedures in offices for lack of training or for higher age must be
taken into consideration too.
4. Application of machine intelligence
The upcoming application of machine intelligence has been based on these
surveys and has followed two related steps. The first is a natural language understanding
experiment, which applies a syntax definition engine developed by a Hungarian group of
machine oriented linguists. The engine is able to define syntaxes of different languages
and linguistic structures. The special Hungarian syntax is built on that engine. Terminal
expressions are the vocabulary items; i.e. they are organised in the same syntactic
structure. The vocabularies are the separated and limited word collections of the subject
concerned; i.e. the corpuses are not as comprehensive as in general text analyses. The
system should identify the subject of the case and by way of that the related special
vocabulary. The grammar rules and words are limited to those needed within the treatment
of the subject, e.g. problems of social support, construction permit, etc. That is an
additional help in filtering the information required for handling the case and automatic
omitting the unnecessary details, that are very frequent and confusing in applications of
not educated people.
This kind of subject restricted recognition was successfully applied in
two previous Ph.D. theses, one dealing with contested custody problems of children whose
parents divorced, the other in bankruptcy cases according to American Law.
The result of the procedure is a linear sequence of syntax rules and words
applied. The pattern of the case is the following. The knowledge base stores cases on the
subject in a similar linear pattern format, which becomes the basis for identification,
looking for precedence, and similar cases. This is the mechanism of the case based
decision support system. Application of the decision support will conclude from the
consideration of the experiences and rules of order. Nevertheless, we suppose that this
will be useful first of all for the citizens, in the role of legal advisor, and will only
be a background device in supporting the professional administrators and juries.
Voice recognition has not been envisaged within the framework of the
present project because it could introduce further ambiguities, many misunderstandings
thus discrediting the experiment. After further development of the voice recognition
technology the use of voice communication can be included.
The procedure is based on dialog techniques, similar to those applied by
the early artificial intelligence projects. This helps mutual understanding, avoiding of
ambiguities while it offers a more human-like interface and is the legal affirmation of
the procedure. The result is a translation of the query into the unambiguous, consolidated
language of the administration. Existing procedures and several electronic administration
projects apply prepared questionnaires to be filled by the client. In most cases the
citizen does not like them, they have difficulties in filling, are sometimes uncertain in
giving the right answers and have a desire to explain the case in more details and more
specific. We try to formulate the dialog in a personal way, to access the benevolence of
the client by the simplest questions, too. It remains an open question for broader
practice how to combine the personalised dialogs with the more matter of fact
documentation.
The conduct of the dialog offers a way of personal impression about the
client. Several linguistic signals hint to the social background and to some extent to the
hidden intentions of the petitioner. In our project the linguistic analysis of the
documents has such a goal, too.
The citizen and the administrative partner should receive the full text of
the conversation. For those who do not possess sufficient computer literacy support within
the family, school, telehouse and other community services are prepared.
5. Legal and administrative problems
Two fundamental problems determine the construction of the system: the
legal trade-off concerning privacy and administrative efficiency. The problem is
fundamental from many points of views, it has been a fiercely debate issue from the very
start of any personal related databases but it is even more timely after September 11.
Hungarian Law prohibits the unification of any personal databases, including those that
are in the possession of one and the same authority. This is the reason why even in
administering rather simple, rule organised procedures require the client is required to
acquire personally all certifications that are stored in the databases of the same
authority.
The problem was discussed with the Parliamentary Ombudsman of Data
Protection. All personal documents are accessible for an automatic administration system
if the client concerned previously authentically approves them. The permission is valid
only for one single case, automatic iteration, extension is excluded and the document
cannot be used for any other purposes. The client should receive the full copy of the
document even if only a part of it is used for the case to be able to check the complete
context. Any access to the data file concerned must be registered, preserved and checked
by appropriate legal procedures. The procedure is in some respect similar to personal bank
transfers. The use of electronic signatures is related to all procedures executed by the
automatic system. This means that, according to our view, the possession of a personal
electronic signature should be a citizen's right used free of charge. This remains a
problem, however, because until now the authentication of electronic signatures is rather
expensive being provided by authorised private companies.
Software diversity is the other basic issue. Most of the administrative
boards and offices use some kind of software for their own, sometimes primitive, purposes.
These softwares are terribly different not only in their programming state but also in
their structural philosophy, especially in relation to any kind of co-operative work. Some
of the systems are totally obsolete but hardly bound to the continuity of the practice
within the office. Some are standardised products by one or another national authority
they have no relation to other systems. The local and nation-wide organisations invested a
large amount of much work and money into these systems and thus are reluctant to abandon
them. Standardisation is a basic issue in every public and non-public government service
as it used to be many years ago in the American armed services. Compulsory use of standard
and standard compatible software affects many different interests and existing practices.
Most of the local administration work should be ideally based on of
well-established GIS (geographic information) systems. This means not only the
construction-related issues, but also much other decision problems concerning traffic,
schools, etc. On the other hand these systems are time consuming and very expensive mostly
beyond the present possibilities of the local authorities delaying all other efforts. The
region we worked with has a well-maintained homepage for a wide use of information
services. This will be developed further to a full-fledged service portal.
6. Old ideas, new initiative
How can we reach the ideal of democracy through all these means? The great
metaphor of European culture is the idealised picture of the Athenian democracy
wonderfully recited in the funeral speech of Pericles parallel with the horrible stories
about the same people in Peloponesian War of Thucydides. Athenian democracy was the direct
democracy of the Agora. Agora, the market of goods, ideas, policy where all citizens
(having the highly restrictive citizen right) could exercise their own rule of balanced
majority and minority, empathy and tolerance. The web is our new Agora; mankind did not
change too much in the past two and half millennia. The ideals expressed at the down of
our civilization drive our best desires in our current high technology epoch, too. This
kind of technology can be used in horrible ways, serving hate, dictatorial power or mass
killing fury. But it can be used for a more human coexistence as well. In this realm
rational and benevolent Law controls the accord of citizens, the administration of that
accord is completely transparent and accessible for all, privacy belongs to that practice
and the administrators of the community are not rulers or bonehead bureaucrats, but
enlightened guardians and social workers.
That is a dream. But research and development has the task to progress
towards the feasible steps of the possible improvements. We hope that this project does
the same. It requires not only much developmental activity in our communication technology
but also much education of the citizens. The technological tool itself is and has to be an
educational instrument for all of us.
References
Lengyel György (ed.), (2002), Információs technológia és
szolgáltató közigazgatás. Kutatási eredmények. Kaposvári kistérség - in Hungarian
(Information technology and service administration. Research results. Kaposvár region.), 1-4.,
BUESPA, Budapest
Ronaghan, Stephen A., (2002), Benchmarking E-government: A Global
Perspective (Assessing the Progress of the UN Member States. UNDPEPA- ASPA, New York
Vámos, T., T. B. Sheridan, S. Aida: Adapting automation to man, culture
and society. Prepr. 8th IFAC World Congress, Kyoto/Japan, 1981, pp.
PS-1-7
Vámos, T.: Co-operative systems. Invited lecture at the 275th
Anniversary Conference of the Prague University, 1982
Vámos, T.: Cooperative systems based on non-cooperative people - invited
luncheon address at the 21st IEEE Conference on Decision and Control,
Orlando/Florida, December 1982
Cooperative systems - an evolutionary perspective. IEEE CSM, 3,
No. 3 /1983/, pp. 9-14; and In: Mathematical Structures - Computational
Mathematics - Mathematical Modelling, 2 - Papers dedicated to Prof. L. Iliev's
70th anniversary, Sofia, 1984, pp. 311-319
Vámos, T.: Menschliche und künstliche Intelligenz. In: Mikroelektronik
für Mensch, Linz, September 11-13, 1984, Vorschungsinstitut für
Mikroprozessortechnik der Johannes Kepler Universität, Linz, 2, pp. 803-816
Vámos, T.: Convergences of cooperative control, decision and expert
systems. Proc. "25th CDC" - IEEE Conference on Decision and control,
Athens/Greece, December 1986, 1, pp. 616-621
Vámos, T.: Future and impacts of AI - position paper. Task Force
Meeting, Vienna/Austria, August 21-23, 1987, International Federation for Systems
Research /ed. R. Trappl/, Nr. 272
Vámos, T.: New technology - new society. In: Man and Automation
/ed. P. Kopacek/ - Papers given at the Fred Margulies Memorial Workshop,
Laxenburg/Austria, October 2, 1987, pp. 19-21
Vámos, T.: Combination of patterns and logic - AI for human use and more
democracy (submitted to the IJCAI'87)
Vámos, T.: Language and computer society. NJSzT/BSO Conference on New
Directions in Machine Translation, Budapest, 1988, pp. 1-10. In: New Directions in
Machine Translation /Eds. D. Maxwell, K. Schubert, T. Witkam/, Foris Publications,
Dordrecht, 1988, pp. 65-74
Vámos, T.: AI as a vehicle for a more advanced democracy. Conference on
Intelligence and Society, 1988, Vienna/Austria
Vámos, T.: Communication and society. "Scientific Days'88 on
Telecommunications, Economy, Society", Posta Kísérleti Intézet, Budapest,
October 5-7, 1988, pp. 21-29
Vámos, T.: Expert systems in negotiations - oracle or useful support?
Meeting on SWIIS, Vienna/Austria, 1988; Cybernetics and Systems: an International
Journal, 20, 1989, pp. 113-118
Vámos, T.: Artificial intelligence and pattern recognition. 3rd
International Symposium on AI and Expert Systems, June 12-16, 1989, West Berlin. In:
Man and Machine, Behaviour, Skill, -Understanding /ed. V. Haase, E. Knuth/ - Proc.
Austro-Hungarian Conference, NJSzT, Budapest, 1989, pp. 7-27
Vámos, T.: Public service ethics in the computer age. 1st
International Conference on Public Service Ethics, June 3-8, 1990,
Jerusalem/Israel
Vámos, T.: AI environment for supporting citizens. Proc. IFIP WG 8.3
Working Conference on Environments for Supporting Decision Processes /Eds. H. G. Sol,
J. Vecsenyi/, Elsevier-North Holland, 1991, pp. 37-46
Vámos, T.: Computer Epistemology. World Scientific, Singapore, 1991;
Epistemologia del computer. Sperling and Kupfer, Milano, 1993
Vámos, T.: Information technology and policy - Hungary. Policy
Dialogue on Information Technology Development: a Seminar with Central and Eastern
European Countries /OECD/, February 27 -March 1, 1991, Vienna/Austria, pp. 103-126
Vámos, T.: Cooperative communication: computerware and humanware.
Journal of Organizational Computing, 1 /1991/, pp. 115-123 /Presented at the
Conference on Organizational Information Systems and Coordination, Austin, Texas/USA,
November 13-14, 1989/
Vámos, T.: Rechenwissenschaft und Demokratie. In: Computer, Kultur,
Geschichte - Beiträge zur Philosophie des Informationszeitalters /Eds. D. Mersch, J.
C. Nyíri/, Wien: Passagen Verlag, 1991, pp. 15-20
Vámos, T.: Artificial intelligence: human focus on technology. Applied
Artificial Intelligence, 5.1991, pp. 163-170
Vámos, T.: Information policy: the basic questions. Proc. 3rd
Conference on Information Economy and Policy, October 21-24, 1991, pp. 156-169
National Information Technology Policies in East-Central Europe and the
Soviet Union - Conference Report by D. Chereshkin, W. Turski, T. Vámos, T. Jarmoszko, S.
E. Goodman. International Information Systems, January 1992, pp. 139-142
Vámos, T.: Computer and the thought process. Acta Neurochirurgica,
56 /1993/, pp. 96-99 /Presented at the 5th Convention of the Eurasian Academy of
Neurological Surgery, September 19-22, 1990, Budapest/
Vámos, T.: International instability - a new phase. Invited lecture at IEEE/SMC
Conference, October 17-20, 1993, Le Touque/France
Vámos, T.: Education for participation and creativity, supported by
computer: the Jefferson project. 3rd International Conference on Creative Thinking,
Malta, July 24-25, 1995
Vámos, T.: Anxieties around AI - philosophical and practical, educational
response. EMCSR'96, April 9-12, 1996, Vienna
Vámos, T.: System knowledge - ingredient of culture /invited lecture/.
13th World Congress of IFAC /ed. J. Gertler/, June 30 - July 5, 1996, San
Francisco/USA, pp. 329-332
Vámos, T., F. Bródy, H. Kozári: Bridging the human interface. CESA'96
IMACS /Computational Engineering in Systems Application/, July 9-12, 1996,
Lille/France, pp. 116-120
Vámos, T.: New avenues and old problems related to education for a
creative information society. Prepr. IFAC Symposium on Automated Systems Based on Human
Skill, Kranjska gora/Slovenia, September 17-19, 1997, pp. 235-237
Vámos, T., J. Bokor, K. Hangos: The ubiquity of system science -
philosophy and teaching. Large Scale System: Theory and Applications - LSS'98
IFAC/IFIP Symposium, University of Patras, Athens/Greece, 1998, pp. 10-15
Vámos, T.: Agents and knowledge. CEU Conference, Budapest, May 29-30,
1998
Vámos, T.: Does ethics change? 4th International Conference on Ethics in
the Information Age, Jerusalem/Israel, June 13-16, 1999
Vámos, T., M. T. Elhadi: Bankruptcy law research: a CBR approach.
7th International Conference on Artificial Intelligence and Law /ICAIL-99/, June
14-18, 1999
Vámos, T.: Ethics in information age - persistence and change. In:
Ethics in the Public Service - International Conference, June 25-30, 1995 /Eds. U.
Berlinsky, A. Friedberg, S. P. Werner/, Erez Publishing, 1999, pp. 347-352
Vámos, T., M. T. Elhadi: Legal text indexing and retrieval using an
IR-CBR approach.
Vámos, T.: Intelligent machines? BOOKS, 9, No. 3, 1999, pp.
138-144
Vámos, T., A. Ekart: Artificial Intelligence and Scotland Yard - CD, 1999
Vámos, T.: Anthropoid humans, machinoid machines. Conference on Information
Society, Interdisciplinarity and the Future of the Humanities", November 4, 2000,
Institute of Philosophy, Hungarian Academy of Sciences, Budapest/Hungary
Vámos, T., Gy. Bíró, L. Kóczy: Fuzzy signatures in data mining. Joint
9th IFSA World Congress and 20th NAFIPS International Conference, July 25-28,
2001, Vancouver/Canada
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