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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Making Pre-Trip Services Context-Aware</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Christoph Grün</string-name>
          <email>christoph.gruen@ec.tuwien.ac.at</email>
          <xref ref-type="aff" rid="aff0">0</xref>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Institute of Software Technology and Interactive Systems Electronic Commerce Group</institution>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>Vienna University of Technology</institution>
          ,
          <country country="AT">Austria</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>The process of selection, configuration and consumption of tourist information services is a complex task for the user. This is not least since existing tools most often focus on supporting either the pre- or post-trip phase or the on-trip phase itself by providing context-aware services. The goal of this thesis is to establish a framework that makes pre-trip services context-aware, thus reducing the gap between the pre-trip and on-trip phase by providing a single point of access. This is done by facilitating service selection and configuration in the pre-trip phase and context-aware service consumption in the on-trip phase. Its applicability and feasibility will be proved by a working prototype and evaluated through field studies.</p>
      </abstract>
      <kwd-group>
        <kwd>eol&gt;tourist life cycle</kwd>
        <kwd>customization</kwd>
        <kwd>mobile tourist services</kwd>
        <kwd>contextawareness</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. Introduction</title>
      <p>
        Tourism is an information intensive business. Since tourism
products are virtual products prior to consumption, travelers
depend heavily on tourism information. In the ideal case, tourism
services should support tourists with travel-related information
during all phases (pre-trip, on-trip, post-trip phase) of the tourist
life cycle [
        <xref ref-type="bibr" rid="ref10">9</xref>
        ] (cf. Figure 1).
      </p>
      <sec id="sec-1-1">
        <title>Pre-Trip</title>
      </sec>
      <sec id="sec-1-2">
        <title>On-Trip</title>
      </sec>
      <sec id="sec-1-3">
        <title>Post-Trip</title>
        <p>In the pre-trip phase, tourists need information for planning
purposes and decision making. After their trip, focus is on
reminiscing about the journey and sharing the gained impressions
and experiences with friends. In the on-trip phase, however,
tourists are mobile and act in unknown environments where they
would especially need personalized on-trip assistance in the form
of information about accommodation, points of interest (POIs)
(e.g., environmental and landscape attractions or gastronomy),
weather forecasts, news or safety issues. Mobile services, i.e.,
services that can be used independently of temporal and spatial
constraints and that are accessed through a mobile handset, may
address these issues. They have the task to satisfy information
requirements of tourists while being on the move by providing
them with a broad range of up-to-date, situation-specific
information. This information may be in addition adapted to the
current situation of the user by exploiting user preferences, user
location as well as mobile handset capabilities.</p>
        <p>
          In the last years, research has been very active in each of the
phases of the tourist life cycle. Research in the pre- and post-trip
phase is closely linked to online travel communities [
          <xref ref-type="bibr" rid="ref3">2</xref>
          ], whereas
the on-trip phase is targeted by research on location-based,
mobile tourist guides [
          <xref ref-type="bibr" rid="ref9">8</xref>
          ].
        </p>
        <p>
          The goal of online tourism communities is the provision of
up-todate, freely available tourism-related content, thereby enabling
members to collect, view and exchange data items such as blog
entries or pictures or to add own content and reviews. They
provide good support for the pre- and post-trip phases but fail to
support tourists sufficiently during the on-trip phase. A few
communities such as the Tripadvisor1 or the Yahoo Trip Planner2
enable their users to download or print the personal trip plan, but
do not provide support to access this information in a way suitable
for mobile phones. Support for dynamic, on-the-move
information is rare. Customization, i.e., adapting the information
content towards the current context, is missing at all. As they only
provide services which are useful before and after the trip and
which are not interlinked to the on-trip phase, tourists have to use
other sources to satisfy their information requirements while they
are on vacation. Online tourism communities often provide
personal trip planner tools (cf. e.g., [
          <xref ref-type="bibr" rid="ref4">3</xref>
          ]) that facilitate the time
consuming planning process for tourists. They support tourists to
select destinations of interest, to decide on activities and compose
an itinerary.
        </p>
        <p>
          Research with respect to the on-trip phase has resulted in a wide
range of mobile tourist guides. Since one of the first famous
prototypes [
          <xref ref-type="bibr" rid="ref1 ref2">1</xref>
          ], the sophistication of mobile guides has increased,
and research in this field now specializes on features such as
personalization, recommendation, context-awareness together
with new forms of user interaction, collaborative usage and social
integration. They may provide lots of useful information within
1 http://www.tripadvisor.com/
2 http://travel.yahoo.com/trip/
their field of application. The drawback is that they do not
consider information generated by tourists in the pre-trip phase. In
this way, they a) do not incorporate existing user profiles (e.g.,
profile of community member), b) do not exploit knowledge
extracted from the personal trip plan and c) do not know the
services the user is interested in and how these services should be
delivered to fit the user’s requirements and current situation.
In the current state, there is a perceptible gap between the
respective phases of the tourist life cycle, resulting in the need for
tourists to use different sources to satisfy the information
requirements in each phase, ranging from travel communities,
mobile applications, Internet websites, destination portals,
metasearch &amp; booking engines to traditional guide books. A single
point of access that provides all the relevant services is still a
preferable future state.
        </p>
      </sec>
    </sec>
    <sec id="sec-2">
      <title>2. Goal &amp; Use Case</title>
      <p>The goal of this thesis is to make pre-trip services context-aware,
thus reducing the gap between the pre-trip and on-trip phase by
providing a single point of access for these two phases (cf. Figure
2).</p>
      <sec id="sec-2-1">
        <title>Pre-Trip</title>
      </sec>
      <sec id="sec-2-2">
        <title>On-Trip</title>
        <p>In the pre-trip phase, tourists should have the possibility to select
and configure those tourist services that appear useful to them
later in the on-trip phase. In the on-trip phase, the pre-configured
services can then provide personal information that is tailored to
the current situation and requirements of the tourist and presented
on the mobile device of the user.</p>
        <p>In the following, this visionary goal is presented by describing
possible scenarios from a tourist’s point of view. The vision might
include many assumptions. We want to point out that it is not goal
of this PhD to work on all these visionary service descriptions,
but some of them will be realized within a working prototype. The
envisioned system is called virtual tourist agent (VTA) since it
should provide tourists the same comfort as if they would call
their personal travel agent at home to satisfy their information
requirements.</p>
        <p>The show case gives some impression how the support of tourists
in the pre-trip phase and during the vacation can be realized.</p>
        <sec id="sec-2-2-1">
          <title>Pre-Trip Phase</title>
          <p>
            In the pre-trip phase, tourists often do not plan all the activities
they intend to undertake in advance, they rather follow an
optimistic approach. For this, the VTA provides a trip-planner
tool to establish a rough schedule that contains the cities/places
they want to visit within a certain timeframe and the route
between those places. Next, the tourists can identify and select all
the tourist information services that they need later in the on-trip
phase. Possible services include a flight information service, a
tourist attraction service or a weather service. In [
            <xref ref-type="bibr" rid="ref5">4</xref>
            ], we showed a
classification of these services and came up with a list of 12
generic tourist information services. Next, the tourist can
configure those services with respect to delivery aspects that best
fit personal requirements, thus resulting in value proposition and
user satisfaction. For this, we proposed a framework in [
            <xref ref-type="bibr" rid="ref5">4</xref>
            ],
comprising the three dimensions service delivery, service
customization and service initiation. The service delivery
dimension identifies different consumer processes how a user can
satisfy her/his requirements. In the most simple form the user
receives information about objects of interests. The transaction
process allows the user to initiate transactional processes. The
community process enhances the service with features enabling
social integration. The distribution process enables the user to
receive a digital product, such as maps or guides that can be
downloaded to the device.
          </p>
          <p>The customisation dimension expresses to which extent the
information sent to the user is customized to fit the requirements
of the respective user by taking into account various context
factors.</p>
          <p>Concerning the initiation of delivery, services can be classified
into pull and push services. Pull services are characterized by a
user-triggered search whereas push services deliver information to
the user automatically.</p>
          <p>For example, the user can select the weather service and configure
it to push (service initiation) the up-to-date weather forecast
(service delivery) every morning to the mobile device of the user,
filtered to the destination of the user (customization).</p>
          <p>Since a mobile device suffers from several limitations, e.g., small
screen and network connection with low bandwidth, it is
important to limit the amount of information that is presented to
the tourist so that he or she can obtain the essential information in
a non-intrusive way. After all, the mobile device should function
as an assistive tool for the current task (e.g., sightseeing) and
should not require full attention of the user. To fulfill this
purpose, an automation of service delivery and decision making is
required. This is done based on the definition and evaluation of
rules that may partly be defined by the tourist. These rules are
checked by the VTA in order to deliver only relevant information,
leading to a more fulfilling user experience. For example, the
tourist can define the rule that the VTA should contact him/her in
security-related issues, e.g., he or she booked a flight to a country
where an earthquake happened (security issue), so that he or she
can decide to re-book the flight to another destination. In case of
re-booking, the VTA may automatically cancel the
accommodation booking on behalf of the user (if he defined
another rule concerning this issue).</p>
        </sec>
        <sec id="sec-2-2-2">
          <title>On-Trip Phase</title>
          <p>
            During the on-trip phase, tourists receive support from the VTA
based on the service selection and configuration done in the
pretrip phase. This means that they obtain information from all the
services that have been configured to act in a push-based manner.
Further, the situation of the tourist (comprising context factors
such as location, time, user profile and travel schedule) is
constantly checked by the VTA to detect reactive situations [
            <xref ref-type="bibr" rid="ref7">6</xref>
            ],
thus requiring an action of the VTA. This can either be a change
in context, such as an arrival at a new destination, or a new event
fired by a service, such as the announcement of a delay received
from the flight information service. Possible actions include
pushing this information to the user or acting on behalf of the user
based on rules defined in the pre-trip phase. For example the VTA
might detect that tourists arrive at the booked hotel not in time
and automatically informs the hotel about their late arrival.
Another example might be the case that tourists plan a bicycle
tour on a specific day during their vacation. The VTA informs
them that the weather forecast might be bad this day and instead
suggest them indoor activities. Another case might be a planned
mountain tour, e.g., on the vulcano Etna, situated on Sicily. The
VTA can check whether it is allowed to go up on the Etna (it is
still an active vulcano and dangerous eruptions may occur). In
case that it is not, the VTA can suggest a tour on the vulcanos
“Vulcano” or “Stromboli”, being part of the Aeolian Islands in the
north of Sicily by exploiting knowledge from a respective
knowledge base. If a certain activity cannot be carried out at the
destination, based on reasons such as bad weather, closing hours
or long waiting lines, the VTA can look up the time frame
planned for this activity in the trip schedule and suggest an equal
activity instead. This shows that the travel schedule is an
important source of knowledge next to traditional context factors
such as location, time or user profile. The tourists may also pull
for information, such as querying the VTA for a nice beach to go
for swimming. The VTA can present a personalized list of nice
beaches.
          </p>
        </sec>
      </sec>
    </sec>
    <sec id="sec-3">
      <title>3. State of the Art</title>
      <p>In the following, we report on state of the art in e-tourism by
discussing research on online travel communities that focus
mainly on the pre- and post trip phase and research in the field of
mobile tourist guides, covering the on-trip phase.</p>
      <p>
        Concerning online travel communities, we evaluated in [
        <xref ref-type="bibr" rid="ref3">2</xref>
        ] eight
travel communities with respect to Web 2.0. This evaluation
assesses services of travel communities within the context of the
tourist life cycle. In the pre-trip phase, tourists have to cope with a
large amount of unstructured information. Different search
functionalities, e.g., destination browsing, are needed to support
tourists during the information search. Some communities, e.g.,
Yahoo Trip Planner or the Virtualtourist platform3 enable the
aggregation of relevant trip information for later on-trip assistance
by letting users create a personal trip plan. The relevant trip
information, i.e., entries for travel location, may either stem from
third party providers or from other community members. In most
cases, the personal travel plan can only be printed or downloaded
as PDF document to be used in the on-trip phase. Only a few
communities provide access to mobile services. Travelpod4, for
example, supports travelers through a mobile blogging
application. Lonely Planet5 offers the functionality of
downloading customized, targeted travel guides. In 2003, it
launched CityPicks OTA downloadable travel guides together
with Nokia. Recently, it launched, with Orange as partner, a WAP
portal that provides chargeable travel information services.
In [
        <xref ref-type="bibr" rid="ref5">4</xref>
        ], we provided a classification of mobile tourist services that
can be grouped into 13 service categories. Further, a conceptual
framework is given that shows different design dimensions how
those mobile services can be designed and delivered to tourists in
order to generate value proposition and user satisfaction. This
framework is then applied to mobile tourist guides that have been
developed in the last few years, with focus on those systems that
3 http://www.virtualtourist.com/
4 http://www.travelpod.com/
5 http://www.lonelyplanet.com/
are used in real situations or that have been tested in the field. The
evaluation results show that most of the services are provided by
mobile tourist guides, while pointing out clearly that there is a
large gap in the design of those services of the various tourist
guides with respect to service delivery, service customization and
service initiation.
      </p>
      <p>
        Several surveys on mobile tourist guides have already been
published that evaluate mobile tourist guides not in terms of
provided services but focusing more on the technical side such as
architecture, user interaction or context-awareness. In [
        <xref ref-type="bibr" rid="ref9">8</xref>
        ], we
presented a comprehensive overview and comparison of mobile
tourist guides. The comparison is based on an evaluation
framework that focuses on context and adaptation criteria. In this
way, this survey explores the capability of mobile tourist guides
to provide customized services, i.e., services that can react to the
context by adapting the information. The main statements are that
most systems use their own content databases and do not exploit
the potential of incorporating external content, e.g., through
standardized interfaces such as web services. Most approaches
only consider location and user profile as context factors, while
neglecting other ones, such as time or network. Moreover, the
potential of combining context properties to derive more valuable
logical information is not exploited.
      </p>
    </sec>
    <sec id="sec-4">
      <title>4. Methodology</title>
      <p>As already mentioned, the goal of this work is to find a
satisfactory solution for making pre-trip services context-aware.
To reach this goal, an approach based on the design-science
paradigm (cf. e.g., Hevner et al (2004)) is used. The
designscience paradigm seeks to create knowledge and understanding of
a problem domain and its solution through the building and
application of innovative design artifacts. Thereby, artifacts are
defined not only as the resulting instantiations (working
prototype), but also comprise constructs (vocabulary), models
(abstractions &amp; representations) and methods (algorithms &amp;
practices) applied in the development as well. To demonstrate the
applicability and feasibility of this work, the VTA system will be
implemented as a working prototype. For its development, several
other design artifacts are needed that will be outlined in detail in
section 5. These artifacts further contribute to the knowledge in
the field of e-tourism. The goal of design-science research is to
address unsolved problems in innovative ways and to address
solved problems in more effective and efficient ways. This goal is
targeted by this thesis through an innovative approach that
facilitates service selection, configuration and consumption
through a single point of access. The effectiveness and utility of
the VTA prototype will be assessed by a field study with tourists
and compared to other systems that target the pre- or on-trip phase
in isolation.</p>
    </sec>
    <sec id="sec-5">
      <title>5. Research Contribution</title>
      <p>The main contribution is the design of a conceptual framework
and the prototypical implementation of the VTA system. Thereby,
it is not the goal to implement each component from scratch, but
to implement the whole system by heavily reusing and combining
existing tools. Figure 3 illustrates the architecture of the VTA
system. In the following, the architecture is explained by
describing its components and listing research tasks that have to
be addressed to develop the whole system.</p>
      <p>In the pre-trip phase the user can select and configure all relevant
service types and choose the adequate service providers from
which the data is obtained during the on-trip phase. The service
instances abstract from the different application programming
interfaces (APIs) of the service providers and are linked over a
standardized interface to the respective service type. For example,
the service type “weather” can access weather service providers
using different technologies, ranging from SOAP and restful web
services to RSS feeds and finally to wrappers that extract the data
from the provider’s website if an API is not available. The
different symbols of the service providers act as representatives
for the different technologies that can be used to access the data.
In the runtime phase, the VTA system exploits the situation of the
tourist and manages the states of the service providers in order to
detect changes that require an action on behalf of or sending some
information to the user.
The main components of the VTA framework are described in the
following. For this, Figure 4 shows a high-level view on the
components of this framework. Context-aware information
systems have to derive meaningful information based on the
situation of the user. Ontologies are a promising technology to
model the situation of the user since they can represent the
knowledge in a semantically rich kind and are therefore a central
part of the system.
In the pre-trip phase, the VTA needs to include a trip planner tool
that assists in trip planning. A survey has to be done to select a
promising trip planner tool that can be integrated within the VTA.
The trip planner of the destination portal of New Zealand6 seems
to be a good starting point.</p>
      <sec id="sec-5-1">
        <title>Business Services &amp; Service Registry</title>
        <p>
          In our previous work [
          <xref ref-type="bibr" rid="ref5">4</xref>
          ], we showed a classification of tourist
services that are of high value to tourists being on the move. Of
course not all of these service types can be addressed within our
working prototype. We did an expert survey in [
          <xref ref-type="bibr" rid="ref8">7</xref>
          ], where we
asked 40 international experts in the academic and industrial field,
both with tourism and an ‘e-tourism’ background to rate the
information services in terms of their relevance using a 6-point
Likert-scale. Based on these results, we will implement promising
service types and provide the necessary interfaces to service
providers in order to access their data. All services are
semantically described and registered within a service registry.
        </p>
      </sec>
      <sec id="sec-5-2">
        <title>Context Services and Context Manager</title>
        <p>The framework provides access to different context factors such
as location time or profile of the user that are provided by the
system or by the user or even external context factors such as
weather information. As soon as a context change happens, either
triggered by the user (e.g., location change), by the system (e.g.,
time) or by external providers (e.g., weather), the context manager
forwards this event to the rule engine.</p>
      </sec>
      <sec id="sec-5-3">
        <title>Rule Engine</title>
        <p>The rule engine consists of an inference engine and a dependency
checker. The inference engine takes the request from the user and
the events from the context manager and matches them with the
knowledge base that contains the situation of the user and his/her
travel plan. In this way, the inference engine uses axiomatic
knowledge in the knowledge base to derive new conclusions. For
example, when the context manager sends a bad weather event for
the next day, the rule engine checks all outdoor activities taking
place next day and apply some actions on them based on
predefined rules (such as canceling those actions). The activities
in the travel plan show complex dependencies amongst each
other. For example, if the user plans to stay at a certain
destination for another day in order to attend a concert (new
activity), this new activity might be dependent on the possibility
to stay another night in the booked hotel. If the user already
booked a hotel at another destination for this day, this has to be
canceled as well. It is the task of the dependency checker to
monitor coherent activities.</p>
      </sec>
      <sec id="sec-5-4">
        <title>Workflow Manager</title>
        <p>The workflow manager encapsulates all different services as
workflow components. The workflow manager receives from the
rule engine the information about those services that have to be
called in order to perform the actions defined in the rule engine
and composes the respective services to a workflow (e.g., cancel
hotel, send confirmation in form of SMS to the user).
6 http://www.newzealand.com/</p>
      </sec>
    </sec>
    <sec id="sec-6">
      <title>6. Future Work</title>
      <p>Future work concentrates on detailing the architecture and the
necessary components. Based on the design decisions, e.g.,
heavy-weight vs. light-weight client, existing tools, middleware
and frameworks have to be selected that facilitate the design of
the conceptual architecture and the implementation of the
resulting prototype. Surveys are needed to select the suitable tools
and adapt them in a later step for our work. The system will be
implemented based on a rapid prototypical approach, which
allows testing the prototype in small, iterative steps in order to get
fast feedback for further improving the prototype.</p>
    </sec>
  </body>
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