<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Archiving and Interchange DTD v1.0 20120330//EN" "JATS-archivearticle1.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink">
  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>User-Centered Design for Citizens' Empowerment through the Portal of the Italian Ministry of Health</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Tiziana Catarci</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Maddalena D'Addario</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Paolo Felli</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Laura Franceschetti</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Domenico Lembo</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Massimo Mecella</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Tatiana Pipan</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Alessandro Russo</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Annarita Vestri</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Paolo Villari</string-name>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>ACM Classification Keywords H.5.2 User Interfaces: User-centered design; J.3 Life and Medical Sciences: Health</institution>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Author Keywords Web portal</institution>
          ,
          <addr-line>taxonomies, guidelines, mock-up</addr-line>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution>SAPIENZA Universita` di Roma Dip. di Sanita` Pubblica e Malattie Infettive</institution>
        </aff>
      </contrib-group>
      <pub-date>
        <year>2007</year>
      </pub-date>
      <fpage>75</fpage>
      <lpage>80</lpage>
      <abstract>
        <p>In this paper we report on a study concerning the redesign of the Web portal of the Italian Ministry of Health, jointly conducted by the ministry and Sapienza Universita` di Roma. In this project, a multidisciplinary team consisting of computer scientists and engineers, sociologists and experts in communication, doctors and experts in public health was involved, in order to fully identify and understand citizens' needs in terms of health information, on the one hand, and to apply the most innovative methodologies and techniques for usercentered design and interfaces, on the other. Guidelines for on-line communication on protection and promotion of the health, and a mock-up for the future Web portal of the Italian Ministry of Health have been realized during the project.</p>
      </abstract>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>INTRODUCTION
Current Web portals of ministries of Health, in Europe and
all over the world, are evolving from simple information
sites, mostly oriented to offer institutional and
administrative information, to really interactive e-health systems,
providing citizens and operators with various services
related to health promotion and prevention, as well as
facilitating the access to services of the National Health
Systems (NHSs) (cf. http://www.dh.gov.uk and http:
//www.nhs.uk in the UK, and http://www.bmg.
bund.de in Germany).</p>
      <p>
        In this paper we report on a study concerning the redesign
Proceedings of ENGINEERING INTERACTIVE COMPUTING
SYSTEMS FOR MEDICINE AND HEALTH CARE (EICS4Med 2011), June
13, 2011, Pisa, Italy.
of the Web portal of the Italian Ministry of Health1, jointly
conducted by the ministry and Sapienza Universita` di Roma,
from February 2010 to January 2011. Sapienza participated
in the project with a multidisciplinary team involving
computer scientists and engineers, sociologists and experts in
communication, doctors and experts in public health, in
order to fully identify and understand citizens’ needs in terms
of health information, on the one hand, and to apply the most
innovative methodologies and techniques for user-centered
design and interfaces, on the other. The main products
realized within this investigation have been:
• Guidelines for online communication on protection and
promotion of the health and access to the Italian NHS [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ],
targeted mainly to Italian local (i.e., at the regional and
municipal level) health administrations; such guidelines
are focused on communication issues (“how to talk to
citizens?”) and on Web design suggestions;
• a mock-up for the future Web portal of the Italian Ministry
of Health, together with its design specifications [
        <xref ref-type="bibr" rid="ref8">8</xref>
        ].
This work is part of the process of renewing the relationship
between health organizations and citizens, in order to
improve the condition of empowered citizens, repeatedly
emphasized by the WHO (1978, 1986, 1998, 2005)2. The
empowered citizen is able to understand and choose, to define
her own life-style, and to take an active role in managing
her well-being, and is thus able to interact rationally and
responsibly with those to whom she refer, i.e., the NHS.
Empowerment means “giving power” to citizen. A citizen who
has control over her state of health is a citizen able to
participate in her own diagnostic, therapeutic, and rehabilitative
processes, but she can act in this way only because she is
informed. Even if a citizen is not yet a patient, provided health
information could play a double role: on the one hand, it
could prevent the onset of specific diseases, and, on the other
hand, it could play an educational role that makes the citizen
more aware of her rights and duties towards the NHS.
The aim of this experience paper is to present both the
particular methodology adopted to produce the guidelines and the
1http://www.salute.gov.it
2cf. the Alma Ata Declaration (1978), the Ottawa Charter (1986),
the Jakarta Declaration (1998), the Bangkok Charter (2005).
mock-up, and the main technical innovations of the portal, in
terms of interactivity and user interface. We therefore
structure the paper as follows: Section 2 outlines the
methodology and the activities carried out in the project; Sections 3–
5 describe such activities and the related outcomes;
Section 6 presents the redesign of the portal and describe the
mechanisms used in the portal for semantic classification
of contents to empower information retrieval; finally,
Section 7 concludes the paper.
      </p>
      <p>THE METHODOLOGY ADOPTED IN THE PROJECT
To devise the mock-up and the guidelines, we adopted a
User-Centered Design (UCD) approach, which, as
standardized in the ISO 13407, identifies four principal activities: (i)
understand and specify the context of use, (ii) understand
and specify the user and business requirements, (iii) design
the product, in particular by creating a prototype, and (iv)
evaluate the design.</p>
      <p>In this project, we focused on (i) – (iii), whereas activity (iv)
is currently on progress. In the initial activities, the main
challenge has been to understand the context and the
requirements of a portal which potentially could be visited and used
by millions of citizens. In particular, we had the need to
obtain useful insights on the following questions:
• which are the health needs of the Italian population, i.e.,
what is the epidemiological situation of the main diseases
and risk factors for diseases in Italy?
• who searches the Internet/Web for health information,
which forms she adopts to surf the Web, and which kind
of health information is actually looked for?
• what are other information needs in terms of protection
and promotion of health that could be satisfied through
online communication?
• what works on Internet/Web, i.e., which types of
Internet/Web health interventions are actually efficacious and
effective for improving health?
To this aim, we carried out our analysis in three main stages:
(i) design and administration, for several months, of an
online questionnaire, aimed at identifying the needs of the
citizens using (also) Internet/Web to access health information
and health services; (ii) systematic study of the literature
concerning health needs and what has been discussed and
demonstrated about the effectiveness of Internet-based
interventions on public health; (iii) systematic analysis of a
significative number of sites/portals of local health
administrations, in order to derive possible best practices and to
identify the critical points to be addressed.</p>
      <p>
        Then, on the basis of the outcomes, a mock-up of the portal
has been devised. The following sections provides some
insights on the various activities. For the full details (including
all the collected data) the reader is referred to [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ].
THE ON-LINE QUESTIONNAIRE
In order to collect data concerning the online information
needs of users of the Italian NHS, we have run a survey in
the period ranging from April 14 to September 21, 2010,
through the definition and the online administration of a
questionnaire. The questionnaire considered the following
aspects:
• socio-demographic characteristics of the interviewees
(age, sex, geographic area, education level, employment
status);
• how they access Italian NHS Web sites;
• frequency of consultation of the Web, reasons for
their consultations and main diseases included in their
searches;
• which health promotion campaigns and which data on
quality of the healthcare performances they would like to
see advertised on NHS sites;
• how they evaluate the quality (i.e., completeness and
usefulness) of online information currently available on the
portals of the Ministry of Health and of other NHS
organizations.
      </p>
      <p>The questionnaire has been advertised on various sites,
including the current portal of the Ministry of Health, the sites
of some local health organizations, and on Facebook. We
collected 2381 responses, 2324 of which have been
analyzed, after checking the quality. 866 respondents were male
(27%) and 1458 (63%) were female. 62% of the surveyed
citizens use the Web especially for finding general
information. Only around 30% use the Web in the first instance
to search about an health problem, percentage that is
relatively homogenous in different age groups; it varies from
23% for those who are 65 years old or more to 28% for
those who are under 30. Around 58% of respondents
prefer to search online information about the protection of the
health rather than apply directly to a doctor. This is
primarily due to the fact that through the Web they can immediately
get some information. The information mainly searched
includes: (i) specific diseases, therapies/treatments, side
effects of therapies; (ii) hospitals or other medical facilities,
booking systems for medical examinations, doctors or
specialists; (iii) lifestyle. People look for information about
the following diseases or health conditions: cardiovascular
and/or lung diseases (23%); rheumatic and musculoskeletal
diseases (16%); gastrointestinal diseases (gastritis, colitis,
etc.) (12%); infectious and/or sexually transmitted diseases
(9%); cancer (7%).</p>
      <p>According to those who filled out the questionnaire, the
health campaigns that should be promoted through the web
sites of the Ministry of Health and other NHS organizations,
as first option, should concern blood donation (20%), organ
donation/transplantation (16%), workplace safety (13%),
and responsible use of medicines (12%). If we consider
more than one answer option for each respondent,
preferences also include issues concerning the responsible use
of drugs, screening cancers (breast, cervical and
colorectal), proper nutrition/obesity. About half of the respondents
consider important to find on institutional sites information
on attitudes and actions necessary to maintain good health
(49%), and indications concerning the levels of quality of
health services provided by the local health organizations
and hospitals (50%). For the 78% of respondents, the data
on levels of quality should be published on the portal of the
Ministry of Health. For what concerns the quality3 of health
3The quality of information is expressed in term of usefulness,
accuracy, level of update.
information currently available on the Web, the best
overall score has been obtained by the sites of associations of
patients with specific diseases. Interestingly, the most
useful information currently available on the portal of the
Ministry of Health has been considered the one on
transplantation, statistical data and materials on contests,
announcements and legislation.</p>
      <p>
        THE REVIEW OF THE LITERATURE
The epidemiological analysis of the health status of the
Italian population was made through consultation of official
data and reports of the Italian Ministry of Health, the
National Observatory of Health of the Italian Regions and the
National Institute of Statistics [
        <xref ref-type="bibr" rid="ref10 ref2 ref3 ref4">4, 2, 3, 10</xref>
        ].
      </p>
      <p>
        To understand the Internet health information needs of the
population, also in order to validate the online questionnaire,
a systematic review of the literature was performed. A
total of 52 cross-sectional surveys were retrieved, carried out
mainly in the USA and Europe. The analysis of the three
main surveys performed in USA, Europe and Italy [
        <xref ref-type="bibr" rid="ref1 ref7 ref9">9, 7, 1</xref>
        ]
allowed us to identify the main determinants of Internet use
for health purposes, the type of health information most
frequently searched on the Web and other useful information.
Gender, age and socioeconomic status are the major
determinants of Internet use for health purposes. Women search the
Internet for information about health more than men, even if
they are penalized by the fact that they sometimes have less
access to the Web. Younger people and people with high
socio-economic level search more frequently the Internet for
obtaining health information, but the quote of elderly and
disadvantaged people using Internet for health is increasing.
Specific diseases and specific treatments are the most
popular topics searched through Internet. However, it is important
to note that people searching the Internet for having
information about health promotion activities and interventions for
disease prevention are increasing, as well as people
seeking information about access to health services and the
performance of health care organizations. Although the main
health related activity on the Internet is information seeking,
a considerably increasing number of people use the Internet
as a communication channel, participating in forums,
selfhelp groups, etc. The increasing use of Internet to tackle
isolation, to access experiential knowledge and for gaining
social support should definitively taken in proper
consideration when defining the Internet health information needs of
the population.
      </p>
      <p>
        The evaluation of the effectiveness of health interventions
delivered through Internet is a difficult task. The field has
suffered from a lack of clarity and consistency. The absence
of professional leadership and of accepting governing
approaches, terminology, professional standards, and
methodologies has caused the field of the evaluation of these
intervention to be diffused and unstructured. Only recently
some categorizations have been proposed, as the
classification proposed by Strecher [
        <xref ref-type="bibr" rid="ref14">14</xref>
        ], considering the ways that
Internet can interact with the user: (i) user navigation; (ii)
collaborative filters; (iii) applications; (iv) human-to-human
interactions. Given the number of original studies
evaluating the effectiveness of Internet health intervention, in this
case the systematic search of the literature was limited to
systematic reviews and/or meta-analysis published in the
literature. A total of 52 systematic reviews/meta-analyses
fulfilled our predetermined inclusion criteria and were
included for analysis. The methodological quality of the
studies evaluating the effectiveness of Internet health
intervention is not high, and the possibility of some conflict of
interests cannot be ruled out in some situations. Despite these
limitations, considering the most comprehensive reviews on
the topic [
        <xref ref-type="bibr" rid="ref11 ref12 ref14">14, 12, 11</xref>
        ], it is possible to draw different
conclusions: (i) the most effective Internet health
interventions are the tailored interventions, with adaptation to the
user, personalization and feedback; (ii) the sizes of these
interventions could be categorized as small to medium for
population-based interventions; (iii) however, the potential
impact of these interventions on population health is high,
and the cost-effectiveness ratio potentially highly favorable
compared to other health interventions; (iv) however,
common sense advices to implement hybrid models, which could
combine applications or tailored interventions, user
navigation, collaborative filtering, as well as human-to-human
interactions, considering the high popularity of the latter ones
among the Internet users.
      </p>
      <p>The results of the review of the literature allow us to draw
a set of recommendations for the construction of a national
evidence-based health website. In summary it should:
1. contain information concerning the physiopathology of
the human body, the most frequent diseases, risk
behaviors, and health interventions of proven effectiveness, in
order to improve the health literacy of citizens (cf. Salute
A–Z in Figure 1);
2. include tailored interventions, with adaptation,
personalization and feedback, aimed to promote healthy behaviors
for disease prevention and compliance to secondary
prevention programs of proven effectiveness (cf. the
availability of applications on the portal, see Section 6);
3. give accurate information on the organizational structure
of the national NHS, in order to facilitate the access to the
health care organizations and, at the same time, to
promote the appropriate use of them (cf. Esplora SSN in
Figure 1);
4. contain information about the performance of the different
health care organizations (hospitals, etc.) and, possibly, of
physicians;
5. include systems and tools able to endorse the participation
of citizens, as well as the human-to-human interactions
(cf. the use of Web 2.0 tools, as discussed in Section 6).
AN ANALYSIS OF ITALIAN HEALTH WEBSITES
An analysis of Italian health organizations’ websites has
been carried out in order to obtain useful indications in
planning for an effective online communication strategy. Its
objective was to respond to the following questions:
• what kind of health information is available on the
websites of such organizations (aims, logical information
structure, content, online services, technologies, etc.)?
• do the websites satisfy the health information needs of the
population concerning the available healthcare services,
the promotion of public health and the prevention of
diseases?
(a) Homepage</p>
      <p>(b) Menu
• do they observe the standards set by the Italian
egovernment policy?
We have identified a set of indices and organised them in
4 dimensions, that explain the concept of “quality of online
health information supply”:
1. institutional identity and networking attitude: the
possibility to easily identify the site with a specific authority, and
also its attitude towards the development of thematic and
operative networks with other public health
administrations or professional associations or patients’ associations
working in the health service;
2. administrative transparency, based on the availability of
online information regarding the organizational structure
of the NHS, tasks and performance, and the availability of
citizen protection mechanisms/tools;
3. availability and quality of the online services, concerning
not only the quality of the website content and the use
of Internet healthcare interventions, but also the quality
(interactivity) of electronic forms and of facilities for on
line booking of such services
4. accessibility and ICT quality, referring to the different
solutions for presenting and organising the website content,
regarding both accessibility for Internet users and
technological criteria.</p>
      <p>The analysis has considered the websites of all the
Regional Governments (in fact, 19 regions and 2 autonomous
provinces) and the websites of a sample of 84 Local Health
Authorities (out of 195 in total). The main results of the
analysis highlight that Regional Government health websites
show:
• a strong institutional identity, because they present the
local health policy as an outcome of the approach taken by
Regional Governments and have a low international
perspective;
• a weak attitude to networking with other public health
administrations or private associations working in the local
health service;
• a satisfactory level of administrative transparency, even
though citizen protection mechanisms/tools are mainly
normative statements;
• an high level of attention to the promotion of public
health, even though they rarely make use of the
communication campaigns offered by the Ministry of Health;
• a good level of ICT quality.</p>
      <p>Instead, the websites of the Local Health Authorities are
characterized by:
• a significant institutional identity, with frequent
references to their respective Regional Government rather than
to the Ministry;
• a good level of administrative transparency, even though
the citizen protection mechanisms are mainly normative
statements;
• a satisfactory level of availability of information
regarding online services, even though electronic forms and
facilities for online booking of health services are not very
frequent;
• a good level of ICT quality.</p>
      <p>Therefore, analyzing the websites of the Regional
Governments and of the Local Health Authorities we can see a
scenario revealing different online health communication
strategies, with a strong local identity and with weak
coordination by and towards the central institutional level (Ministry).
In order to improve on line health communication, we
suggested the following strategies:
• to recognize the centrality of citizens/patients, both in the
phase of identifying and structuring the content of
websites, and during the editing of the website and the
organization of health services via the Internet;
• to strengthen the orientation and coordination role that the
Ministry of Health should play in respect of other
healthcare administrations as regards information and
communication activities;
• to view online health information as the result of
cooperative networking between the Ministry of Health and
the other healthcare administrations (at national and local
level);
• to build a network of health public administrations and
professional associations and patients’ associations
working in the health services, aimed at exchanging
information and strengthening mutual legitimacy, in order to
reduce the fragmentation of information and to promote
wider communication.</p>
      <p>THE PORTAL
Figure 1 shows the homepage of the proposed mock-up. The
four main pillars of the proposal are (i) a navigation
interface, on the top of the page, based on ”buttons” instead of
the classical links, (ii) a large number of interactive
applications, either accessible on the portal or downloadable on
mobile devices, (iii) the possibility to customize the home page
through the MyPage application (a-la iGoogle) and (iv)
advanced search functionalities and page-to-page correlations
based on taxonomies. In terms of contents, the (mock-up of
the) portal respects the suggestions previously described.
The navigation menu based on buttons has the twofold aim
of being aesthetically more catchy than the classical one,
and ready for visualization on touch devices (e.g., iPads,
touchpads, etc.), which represent the future of Web
surfing. In order to enforce the citizen-oriented vocation of
promoting good life habits, a lot of applications will be made
available, e.g., for dietary calculation, alcohol abuse control,
pregnancy check schedule, etc.; such applications, which
enhance the level of interactivity of the portal and therefore
attract users, can be mobile apps to be downloaded on devices,
or Web applications accessible through the portal.
The possibility of customizing the page of the portal is an
absolute novelty wrt existing public administrations/agencies,
not only in Italy but, at the best of our knowledge, all over
Europe. This has been obtained by including a MyPage
application, which allows each registered user to personalize
the information she wants to access.</p>
      <p>The portal provides four main “channels”, i.e., sections
specifically tailored to particular categories of information
and possible interested users: citizens (corresponding to La
nostra salute), health and administrative operators (Attivita`
e professioni), users interested in institutional and
organizational information (Ministro e Ministero), and users
interested in News e Media. Each section, which is managed
by a specific editorial board, has its own space in the home
page, even if, in compliance with the user-centered approach
previously described, the section dedicated to citizens is
predominant.</p>
      <p>Moreover, in order to satisfy the suggestion 4 of Section 4,
a specific information system, collecting quality and
performance data of healthcare organizations, will be developed
and made accessible through the portal. It is also worth
remarking that Web 2.0 tools are used throughout the portal
(e.g., tag clouds, wiki and blogs, correlations with Facebook,
Twitter, etc.), in order to promote user interaction.</p>
      <p>To provide users with powerful and effective means to
retrieve the information they are looking for on the portal,
its contents are being classified according to a taxonomy,
i.e., a classification scheme which organizes in a
hierarchical structure the main categories of interest in the domain.
By virtue of this classification, the user can query the
portal by referring to the categories of the taxonomy, and get
as reply those documents that belong to the same or related
categories. Notably, the reference to the categories does not
need to be explicit, i.e., the user is not required to a priori
know the taxonomy to pose queries to the portal (see also
below).</p>
      <p>In order to simplify the process of definition, validation, and
maintenance of the taxonomy, and to ease the possible
integration in the portal of contents coming from external
information sources, to realize our taxonomy we analyzed
existing (de-facto) standards. Among various proposals for
content classification and terminological representation in the
biomedical domain (e.g., UMLS4, ICD5, SNOMED CT6,
GALEN7), in our project we referred to MeSH (Medical
Subject Headings)8 a taxonomy developed by the National
Library of Medicine (NLM) of the United States. This choice
has been motivated by the fact that MeSH is specifically
tailored to information retrieval (and thus suited to our aims),
contains also non-biomedical or clinical categories, and with
respect to other proposals has more compact dimensions (it
includes around 22000 terms), which makes it simpler to
use.</p>
      <p>In fact, to make easier the process of content
classification, we operated a simplification of the MeSH, aimed at
both reducing the number of categories and eliminating the
most technical ones. However, to not loose the advantages
of adopting a (de-facto) standard, we simply “cut” some
branches of the “MeSH tree” so as to exclude too detailed
categories. In this process, we have been helped by
domain experts. The resulting taxonomy contains around 3500
MeSH terms.</p>
      <p>Despite MeSH includes general purpose categories (e.g., the
ones of the Disciplines and Occupations or Phenomena and
Processes branches), we found out cases in which MeSH
results insufficient in order to satisfactory classify some
documents included in the portal. To overcome this problem,
we decided to include in our taxonomy some of the
categories used for article classification in (the Italian version
of) Wikipedia9, and in particular we selected the categories
included in the Human Activities branch of the Wikipedia
classification schema10, which in fact substitutes in our
taxonomy the (more limited) Humanities branch of MeSH. We
choose the Wikipedia classification for two main reasons:
4http://www.nlm.nih.gov/research/umls/index.
html
5http://www.who.int/classifications/icd/en/
6http://www.ihtsdo.org/snomed-ct/
7http://www.opengalen.org
8http://www.nlm.nih.gov/mesh/meshhome.html
9http://www.wikipedia.org/
10http://it.wikipedia.org/w/index.php?title=
Speciale:AlberoCategorie&amp;target=attivita´+
umane&amp;mode=categories&amp;dotree=Vai
(i) Wikipedia is one of the most popular portal on the
Internet, and its contents are widely shared among several
millions of users; (ii) its category tree is designed through a
collaborative process aiming at including categories proposed
by the users, and therefore particularly suited for
information retrieval activities.</p>
      <p>
        We finally observe that, to further support the process of
content classification in the portal, we foreseen the development
of tools helping the research of the categories in the
taxonomy. In this respect several directions can be followed: (i)
realization of keyword-based search mechanisms to directly
access the categories of interest in the taxonomy (thus
avoiding to manually navigate the taxonomy); (ii) use of a
dictionary (extending the one already available with MeSH) to
include in the taxonomy also synonyms of categories, thus
both expanding the lexicon of the taxonomy and including
more terms in it, in a way transparent to the user; (iii)
definition of techniques for automatic keyword extraction from
text documents, in such a way that document classification
could be done according to extracted terms, in the spirit
of [
        <xref ref-type="bibr" rid="ref13 ref6">6, 13</xref>
        ]. More details on the taxonomy and the
classification process in the portal of the Italian Ministry of Health
can be found in [
        <xref ref-type="bibr" rid="ref8">8</xref>
        ].
      </p>
      <p>CONCLUSIONS
In this experience paper we have presented a project,
carried out during 2010, focused on the definition of guidelines
for online communication on protection and promotion of
the health in the Italian NHS (including regional health web
portals, local health authorities websites, hospital websites,
etc.), and the realization of a mock-up to serve as input for
a redesign of the web portal of the Ministry of Health. The
guidelines, as well as the mock-up, were successfully
presented in a workshop on February 17, 2011. They are
published online and are currently in the process of being
formally adopted by all the interested administrations.
In a scenario in which all websites of the NHS organizations
are realized in accordance with the guidelines, the portal of
the Ministry of Health can be also able to act as a broker,
in order to offer a centralized access to information and
services of the NHS. An interesting future issue will be to
consider how users will react, with respect to trust and privacy
concerns, about the personalization features of the portal
offered through the MyPage, as they may feel as their
information access requests on the portal might be logged and
analysed for potential medical information.</p>
      <p>Acknowledgements.</p>
      <p>The authors would like to thanks the team of the Italian Ministry of Health
for the fruitful and active collaboration during the project, in
particular Daniela Rodorigo, Massimo Aquili, Claudia Biffoli, Claudia Spicola,
Daniela Cricenti, Cristina Giordani. Moreover, they would like to thank
all the Sapienza people collaborating in the project, namely Sara Ausiello,
Andrea De Angelis, Priscilla Carcione, Eliana Ferroni, Emanuele Leoncini,
Lucia Marinelli, Orazio Giancola and Domenico Lovecchio.</p>
    </sec>
  </body>
  <back>
    <ref-list>
      <ref id="ref1">
        <mixed-citation>
          1. Disparita` e prossimita`.
          <article-title>Performance dei servizi, domanda di comunicazione e malattie oncologiche (in</article-title>
        </mixed-citation>
      </ref>
      <ref id="ref2">
        <mixed-citation>
          2.
          <string-name>
            <surname>Rapporto</surname>
            <given-names>OsservaSalute</given-names>
          </string-name>
          <year>2008</year>
          .
          <article-title>Stato di salute e qualita` dell'assistenza nelle regioni italiane</article-title>
          (in
          <source>Italian)</source>
          ,
          <year>2008</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref3">
        <mixed-citation>
          3.
          <string-name>
            <surname>Rapporto</surname>
            <given-names>OsservaSalute</given-names>
          </string-name>
          <year>2009</year>
          .
          <article-title>Stato di salute e qualita` dell'assistenza nelle regioni italiane</article-title>
          (in
          <source>Italian)</source>
          ,
          <year>2009</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref4">
        <mixed-citation>
          4.
          <article-title>Relazione sullo stato sanitario del paese 2007-2008 (in Italian)</article-title>
          . http://www.salute.gov.it/ pubblicazioni/ppRisultatiRSSP.jsp.,
          <year>2009</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref5">
        <mixed-citation>
          5.
          <article-title>Linee guida per la comunicazione on line in tema di tutela e promozione della salute (in Italian)</article-title>
          . http: //www.salute.gov.it/pubblicazioni/ ppRisultato.jsp?id=
          <fpage>1473</fpage>
          ,
          <year>2011</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref6">
        <mixed-citation>
          6.
          <string-name>
            <surname>Ananiadou</surname>
            ,
            <given-names>S.</given-names>
          </string-name>
          , and
          <string-name>
            <surname>McNaught</surname>
            ,
            <given-names>J.</given-names>
          </string-name>
          <article-title>Text mining for biology and biomedicine</article-title>
          .
          <source>Artech House Books</source>
          ,
          <year>2006</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref7">
        <mixed-citation>
          7.
          <string-name>
            <surname>Andreassen</surname>
            ,
            <given-names>H.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Bujnowska-Fedak</surname>
            ,
            <given-names>M.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Chronaki</surname>
            ,
            <given-names>C.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Dumitru</surname>
            ,
            <given-names>R.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Pudule</surname>
            ,
            <given-names>I.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Santana</surname>
            ,
            <given-names>S.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Voss</surname>
            ,
            <given-names>H.</given-names>
          </string-name>
          , and
          <string-name>
            <surname>Wynn</surname>
            ,
            <given-names>R.</given-names>
          </string-name>
          <article-title>European citizens' use of e-health services: a study of seven countries</article-title>
          .
          <source>BMC Public Health</source>
          <volume>7</volume>
          ,
          <issue>53</issue>
          (
          <year>2007</year>
          ).
        </mixed-citation>
      </ref>
      <ref id="ref8">
        <mixed-citation>
          8.
          <string-name>
            <surname>Ausiello</surname>
            ,
            <given-names>S.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>De Angelis</surname>
            ,
            <given-names>A.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Felli</surname>
            ,
            <given-names>P.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Lembo</surname>
            ,
            <given-names>D.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Mecella</surname>
            ,
            <given-names>M.</given-names>
          </string-name>
          , and
          <string-name>
            <surname>Russo</surname>
            ,
            <given-names>A.</given-names>
          </string-name>
          <article-title>Ministero della Salute: Ipotesi di progettazione e mock-up del nuovo portale orientato al cittadino e del relativo canale</article-title>
          (in
          <source>Italian)</source>
          ,
          <year>2010</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref9">
        <mixed-citation>
          9.
          <string-name>
            <surname>Fox</surname>
            ,
            <given-names>S.</given-names>
          </string-name>
          , and
          <string-name>
            <surname>Jones</surname>
            ,
            <given-names>S.</given-names>
          </string-name>
          <article-title>The social life of health information</article-title>
          . Online: www.pewinternet.org/Reports/2009/ 8
          <article-title>-The-Social-Life-of-Health-Information</article-title>
          . aspx.
        </mixed-citation>
      </ref>
      <ref id="ref10">
        <mixed-citation>
          10. ISTAT.
          <article-title>Indagine multiscopo. Condizioni di salute, fattori di rischio e ricorso ai servizi sanitari 2005 (in Italian)</article-title>
          . www.istat.it/salastampa/ comunicati/non_calendario/20070302_ 00/testointegrale.pdf,
          <year>2007</year>
          .
        </mixed-citation>
      </ref>
      <ref id="ref11">
        <mixed-citation>
          11.
          <string-name>
            <surname>Krebs</surname>
            ,
            <given-names>P.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Prochaska</surname>
            ,
            <given-names>J.</given-names>
          </string-name>
          , and
          <string-name>
            <surname>Rossi</surname>
            ,
            <given-names>J.</given-names>
          </string-name>
          <article-title>A meta-analysis of computer-tailored interventions for health behavior change</article-title>
          .
          <source>Prev. Med</source>
          .
          <volume>51</volume>
          , (
          <issue>3-4</issue>
          ) (
          <year>2010</year>
          ),
          <fpage>214</fpage>
          -
          <lpage>221</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref12">
        <mixed-citation>
          12.
          <string-name>
            <surname>Portnoy</surname>
            ,
            <given-names>D.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Scott-Sheldon</surname>
            ,
            <given-names>L.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Johnson</surname>
            ,
            <given-names>B.</given-names>
          </string-name>
          , and
          <string-name>
            <surname>Carey</surname>
            ,
            <given-names>M.</given-names>
          </string-name>
          <article-title>Computer-delivered interventions for health promotion and behavioral risk reduction: a meta-analysis of 75 randomized controlled trials,</article-title>
          <year>1988</year>
          -
          <fpage>2007</fpage>
          . Prev.
          <source>Med</source>
          .
          <volume>47</volume>
          (
          <year>2008</year>
          ),
          <fpage>3</fpage>
          -
          <lpage>16</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref13">
        <mixed-citation>
          13.
          <string-name>
            <surname>Rullo</surname>
            ,
            <given-names>P.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Policicchio</surname>
            ,
            <given-names>V.</given-names>
          </string-name>
          ,
          <string-name>
            <surname>Cumbo</surname>
            ,
            <given-names>C.</given-names>
          </string-name>
          , and
          <string-name>
            <surname>Iiritano</surname>
            ,
            <given-names>S.</given-names>
          </string-name>
          <article-title>Olex: effective rule learning for text categorization</article-title>
          .
          <source>IEEE Transaction on Knowledge and Data Engineering</source>
          <volume>21</volume>
          ,
          <issue>8</issue>
          (
          <year>2009</year>
          ),
          <fpage>1118</fpage>
          -
          <lpage>1132</lpage>
          .
        </mixed-citation>
      </ref>
      <ref id="ref14">
        <mixed-citation>
          14.
          <string-name>
            <surname>Strecher</surname>
            ,
            <given-names>V.</given-names>
          </string-name>
          <article-title>Internet methods for delivering behavioral and health-related interventions (ehealth)</article-title>
          .
          <source>Annu. Rev. Clin. Psychol</source>
          .
          <volume>3</volume>
          (
          <issue>2007</issue>
          ),
          <fpage>53</fpage>
          -
          <lpage>76</lpage>
          .
        </mixed-citation>
      </ref>
    </ref-list>
  </back>
</article>