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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Reconstructing Data for Modelling Collective Biography: A Case of Zemstvo Deputies in Russia in the Second Half of XIX Century</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Nadezhda Povroznik</string-name>
          <email>Povroznik.ng@gmail.com</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>Center for Digital Humanities Department of Interdisciplinary Historical Research Perm State University Ul. Bukireva</institution>
          ,
          <addr-line>15. Perm 614990.</addr-line>
          <country country="RU">Russia</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>The article presents the main stages of prosopographical research and the formation of collective portraits of deputies of local self-government in Russia in the second half of the XIX century. The problems of searching, organizing, modelling, analyzing and presenting data are considered. In forming the source basis of the study, a combination of a source-driven approach and data obtaining principles were used, depending on the types of characteristics studied. The author shows the transformation of the initially created local database dedicated to the deputies of the Moscow, St. Petersburg and Perm provinces Zemstvo into an information system with a wider set of characteristics and description fields, focusing on changing data sets and their ability to solve various historical research problems. The article discusses questions relating to the completeness of data, ways to expose collected personal information as digital biographies, as well as usage of an information system designed for historical analysis of the Zemstvo deputies' activities. The author shows how a comprehensive historical study can enrich structured prosopographical data, enabling the user to choose the level of data presentation in the form of collective portraits or personalized data, giving an overview of each deputy and the deputies' activities in the Zemstvo.</p>
      </abstract>
      <kwd-group>
        <kwd>database</kwd>
        <kwd>information system</kwd>
        <kwd>prosopographical survey</kwd>
        <kwd>collective portrait</kwd>
        <kwd>data modelling</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>-</title>
      <p>
        The creation of collective biographies as life writing can
take various forms and approaches. On the one hand, the
biography can have different scales, from short, full texts
to extended volumes devoted to individuals, groups of
people or personalities united by some common
characteristics
        <xref ref-type="bibr" rid="ref8">(Davies, B. Gannon, S., 2006)</xref>
        . The basis
for the integration may be, for example, the fame of
people and their relation to a place
        <xref ref-type="bibr" rid="ref1 ref21">(Anderson M., 2013)</xref>
        ,
participation in historical events
        <xref ref-type="bibr" rid="ref26 ref30">(Smith R., 2014)</xref>
        or
representative institutions
        <xref ref-type="bibr" rid="ref22">(Parliamentary History, 2019)</xref>
        ,
gender
        <xref ref-type="bibr" rid="ref22 ref23 ref5 ref7">(Collective Biography of Women, 2019)</xref>
        , or even
common experiences
        <xref ref-type="bibr" rid="ref15">(Hawkins R., Al-Hindi KF, 2016)</xref>
        .
The main factor is the representation of personalities in
one place in a common format. Digital collective
biographies may refer to digitized biographies having
analog forms, or may be designed initially as born-digital
sources. Prosopographic databases organizing personal
information refer to the last type of digital collective
biography mentioned. The establishment of such
databases may lend itself to a source-driven approach,
when a digital collective biography is formed on the
basis of the materials of one main source and aims not
only at creating a database of people for the purpose of
studying them, building collective portraits, etc., but also
for preservation and representation the historical source
in digital form.
      </p>
      <p>However, certain types of historical sources are often
characterized by incompleteness, or insufficient
complexity to contain a wide range of significant
personal characteristics. Therefore prosopographic
databases are often modeled on the basis of data from
various sources. These information resources may be
of particular value, as they allow for the analysis of
collective portraits of the individuals studied, and
creation and presentation of collective biographies in
digital format. This study of deputies of provincial
Zemstvo assemblies in the Russian Empire is a case in
point.</p>
      <p>This article describes the experience of building a
prosopographical database, transforming it into an
information system, and creating collective biographies
of Zemstvo deputies of three provinces of the Russian
Empire such as Moscow, St. Petersburg and Perm in the
second half of the XIX century.</p>
      <p>2.</p>
    </sec>
    <sec id="sec-2">
      <title>Historical background</title>
      <p>The 60-70s of the 19th century became a significant
stage in Russian history, a time of the “great liberal”
reforms of Emperor Alexander II. Of particular
importance was not only the legislative liquidation of
serfdom, which gave freedom to the peasants but also the
intensification of the processes for the social
modernization.</p>
      <p>
        The introduction of Zemstvo self-government in the
Russian Empire was an important link in the chain of
liberal reforms of Alexander II. The significance of the
Zemstvo was that the new institution contributed to the
development of the regional economy and infrastructure,
resolving social problems and contradictions, but it was
especially important for the government to recognize the
need to involve the public to consider these issues and to
provide some autonomy for new regional
self-governmental bodies. Minister of Finance, S.Yu.
Witte, in a confidential note, explained the importance of
the Zemstvo as a “school of representative institutions”
        <xref ref-type="bibr" rid="ref41">(Witte S.Yu., 1899)</xref>
        , indicating its political role as a
precursor of parliament.
      </p>
      <p>The study of the socio-cultural image and activities of
Zemstvo deputies as a collective is a necessary basis for
the study of representative institutions in Russia. Only
with the creation of the Zemstvo were the main
categories of the population able to influence
decision-making processes. The culture of interaction of
deputies began to take form, the basic principles and
orders of the electoral system began to develop and be
established, and these elements informed the
establishment of the State Duma at the beginning of the
20th century.</p>
      <p>Provincial Zemstvo assemblies significantly influenced
the development of the socio-political, economic, and
social spheres of those provinces where Zemstvo
self-government was introduced. Decisions determining
the directions of activity, although limited to the
framework of the Provisions of 1864, were made in
provincial Zemstvo assemblies and inevitably depended
on the composition of the collective of deputies, their
opinions, competencies, personal experience, and other
factors. Thus, the staff of the assembly directly
influenced which problems were raised and solved in the
Zemstvos, the nature of relations with the provincial
authorities, and other factors. Deputies of provincial
Zemstvos played an important role in the
decision-making process, determining the development
of Zemstvo self-government.</p>
      <p>In studying the composition of the Zemstvo assemblies,
the sociocultural image of the deputies is important – to
enable research into factors such as who represented the
interests of the population in the Zemstvo, and who
solved the social and economic issues of the
development of the provinces, and how the collective
portrait of the Zemstvo deputies determined the features
of the Zemstvo. Famous people and representatives of
the local elite, who could be prominent public and
political figures of the time and left their documented
record in history, were elected to Zemstvo assemblies,
especially in the capitals, in Moscow and St. Petersburg.
On the other hand, there is no such extensive information
about the overwhelming majority of Zemstvo deputies as
we have the various sources devoted to individual
outstanding personalities on the scale of the capital, a
separate region or a state as a whole. Ordinary people
were often represented in the Zemstvo, whose memory,
if preserved, requires scrupulous research and careful
verification. Therefore, the obtaining, modelling and
organization of data, and the creation of a
prosopographical database for filling with data, allows
closer analysis and building a biography of unknown,
ordinary people and preserving the memory of them.</p>
    </sec>
    <sec id="sec-3">
      <title>Historiography</title>
      <p>
        The study of the social composition of the Zemstvos
began in the pre-revolutionary period and the study of
the deputies’ image was carried out in the framework of
studying the history of social thought and the Zemstvo
assembly as a whole
        <xref ref-type="bibr" rid="ref32 ref40">(Svatikov S.G. 1905; Veselovsky
V.V., 1911)</xref>
        ; a special group of investigations consisted
of studies of law scholars
        <xref ref-type="bibr" rid="ref13 ref16 ref3">(for ex., Gradovsky A.D., 1903;
Bezobrazov V.P., 1874; Korkunov N.M. 1909)</xref>
        , who
manifested the predominance of social status in the
formation of Zemstvo representation with a preferential
right for nobles and large landowners to be elected and
attend meetings. In the Soviet period, the study of the
history of the Zemstvo institutions and the socio-cultural
image of the deputies was not a priority for conducting
historical research, which was associated with the
political pressure of ‘official’ science. However, at this
time the study of regional Zemstvos began
        <xref ref-type="bibr" rid="ref10 ref24">(Pirumova
N.M., 1977; Gerasimenko G.A., 1990)</xref>
        . Important
research was undertaken by M. I. Chernysh, who
considered the introduction of Zemstvo institutions in the
Perm province, and the social composition of the
Zemstvo in Perm, etc.
        <xref ref-type="bibr" rid="ref9">(Chernysh M.I., 1959)</xref>
        . In modern
historiography, the focus of research has been on various
aspects of the Zemstvo institutions and their activities, as
well as socio-cultural portraits of deputies of different
provinces
        <xref ref-type="bibr" rid="ref1 ref20 ref21 ref26">(Nizamova M.S., 2013; Melnikova Yu.N.,
2014)</xref>
        . The scholars have noted the leading role of nobles
in the formation of Zemstvo bodies, the influence of the
socio-political composition of deputies on the level of
democracy and representativeness of Zemstvos, and the
rivalry of the Zemstvo groups and the significant stages
for Zemstvo institutions’ development.
      </p>
      <p>
        At Perm State University, through the Laboratory for
Historical Information Science (now the Center for
Digital Humanities), an entire new research direction has
been formed, a research school for studying Zemstvo
history and local self-government in the second half of
the 19th - early 20th centuries. The researchers of the
Center work on source-study issues on the history of the
Zemstvo, evaluate the completeness, quality of sources,
identify their information potential, document and
analyze sources devoted to Zemstvo history. Digitization
of sources, their study and organization of data are based
on the use of information technology. Thus, the Perm
University has created an information system “Journals
of provincial Zemstvo assemblies”, which was the result
of the project “Journals of provincial Zemstvo
assemblies as a source for studying the history of local
self-government in Russia (2nd half of XIX - early XX
centuries)”
        <xref ref-type="bibr" rid="ref17 ref25 ref34">(The information system “Journals..., 2007;
Kornienko S.I., Maslennikov N.N. &amp; Shabalina D.V.,
2005)</xref>
        , which is a platform for organizing an important
record keeping source on the history of the Zemstvo and
data about it, as well as a valuable tool for further
investigation.
      </p>
      <p>
        Based on a broad source base, researchers at the Center
for Digital Humanities study Zemstvo history, analyze
sociocultural portraits of Zemstvo deputies from
different provinces of the Russian Empire
        <xref ref-type="bibr" rid="ref20 ref26 ref30">(Povroznik
N.G. &amp; Kharisova A.R., 2014)</xref>
        , and consider various
domains of Zemstvo activity, including the development
of public literacy. The accumulated experience of
studying the social composition and activities of
Zemstvo has allowed researchers to address the issues of
mutual influence of the socio-cultural aspects of
Zemstvo deputies and their activities and their impact on
the functioning efficiency of Zemstvos in general.
It is necessary to emphasize that the problems of
modelling the socio-cultural image and the activities of
Zemstvo deputies practically has not been the focus of
attention of researchers to date. In turn, this issue is
significant and relevant from the point of view of the
importance of behavioural factors in the decision-making
process in the Zemstvos, in terms of developing a culture
of participation in the political process, as well as the
significant role of the Zemstvo as one of the sources of
the social-active part of society and the future
parliamentary elite. This study is an attempt to explore
complex data on the socio-cultural image and activities
of deputies based on information technologies (first of all,
such as information systems and databases),
reconstruction of collective portraits of Zemstvo deputies
of three provinces of the Russian Empire and their
comparative analysis.
      </p>
      <p>4.</p>
    </sec>
    <sec id="sec-4">
      <title>Sources</title>
      <p>The predominance of the obtaining data from various
sources in the formation of the source basis of the study
for the construction and filling of the prosophographical
database should be noted. As mentioned earlier, some
deputies of the provincial Zemstvo assemblies were
distinguished people, and information about them was
preserved in various sources, including periodicals – but
for the majority of deputies the reconstruction of the
character portrait, life, and activities of these people
requires considerable effort due to lack of available
information and the need to derive data particle by
particle. In addition, despite the fact that candidates had
to fill out questionnaires with brief information about
themselves before the elections, these sources were
usually not preserved and only individual copies of such
questionnaires could be found in the archives. Therefore,
the reconstruction of biographical data on deputies has
required searching for individual information from
multiple sources.</p>
      <p>The study was made on the basis of a complex mix of
sources, some of which were specific to some provinces,
and accordingly reflect only information available in
particular regions. Therefore, the types of sources were
not the same for all the provinces selected for this study,
and there were different levels of completeness and
irregular distribution of data.</p>
      <p>Published and archival materials formed the main source
base of the study. These sources were documents from
the Central Historical Archive of Moscow, the State
Archive of the Russian Federation, the Rare Books
Department of the Russian Fund of the Russian National
Library, the State Archive of the Perm Region, the Perm
Regional Museum, and the Rare Book Foundation of the
Perm Regional Library in honour of M. Gorky.
The full list of deputies was created on the basis of the
“Lists of persons elected to provincial representatives”
(for ex. Materials of the Rare Book...), which partially
contain information about the estates (“soslovie”) and
rank of deputies. To supplement the data, lists of
candidates for the elections of Zemstvo deputies and
ballot lists were used (for ex. Central Historical Archive
of Moscow, Fund 11). The regular replacement of
deputies posed a difficulty for producing the full list,
since the lists of the elected were published at the
beginning of the meetings, and the changes in the
composition during the meetings were not often
recorded.</p>
      <p>Demographic characteristics and estate were determined
on the basis of official lists of service (for ex. State
Archive of the Russian Federation. Fund 575), which
were filled in during the elections to the Zemstvo.
Formal lists contain a brief biographical note on each
elected deputy. Other common features are the county of
the election, education, and previous experience of work.
These sources are close to the affairs of the personnel of
the provincial Zemstvo Assemblies and Zemstvo
authorities ("uprava") (The State Archive of the Perm
Region. Fund 44). However, this group of sources does
not provide information on the majority of deputies of
provincial Zemstvos, which required consulting other
sources.</p>
      <p>
        Reference sources of the second half of the 19th century
became significant sources for obtaining data about
estates and main areas of activity. They are the
address-calendars, address books, memorial and
reference books of the Moscow, St. Petersburg and Perm
provinces [19]. These sources allowed the discovery of
institutions and organizations (public and state), in which
the deputies took part before, during and after Zemstvo.
This group of sources also includes estate reference
books, calendars, lists of nobility, alphabetic lists of
noble families, genealogical collections, address books
of the St. Petersburg trade merchants, and lists of persons
in the state, public and Zemstvo service, which set out
with greater accuracy the deputies’ estates. Information
on the education of deputies was partly derived from
published materials of educational institutions with lists
of graduates by name
        <xref ref-type="bibr" rid="ref33">(for ex. The Imperial Alexander
Lyceum, 1961)</xref>
        , and materials from non-Zemstvo
institutions where future deputies worked and trained.
These documents contain data on education and
professional activities of Zemstvo representatives (for ex.
The State Archive of the Perm Region. Fund 72).
Further reference publications were also included in the
study, which included lists of cemeteries of the provinces
under study
        <xref ref-type="bibr" rid="ref11">(for ex. Gladyshev V.F., 2001)</xref>
        . These
sources allowed the reconstruction of the dates of birth
and death of deputies (rarely mentioned in other types of
sources).
      </p>
      <p>Periodicals of the second half of the XIX century became
a valuable and informative source. Regional periodicals,
in particular the newspaper Perm Provincial Sheets,
contained entire sections about the Zemstvos, including
lists of representatives elected to Zemstvo assemblies,
and announcements of county and provincial Zemstvos,
which contain, among other things, indications of
inaccuracies in published information on the activities of
Zemstvos, and data on the incompleteness of the lists of
persons entitled to participate in electoral congresses.
Other periodical sections are important as well, for
example, obituaries, which give brief information about
the activities of deputies.</p>
      <p>
        Biographies and biographical dictionaries made up an
important group of sources
        <xref ref-type="bibr" rid="ref28">(for ex. Semevsky M.I.,
1892)</xref>
        . Some of them are published in electronic form
and can be accessed online, such as the information
system on “eminent people” of Bogorodsk [24]. The
biographical publications contain information on the
activities of the most significant public and state figures
who could take part in the work of the Zemstvos.
According to the dictionary chapters, it was possible to
establish some professional, educational and
demographic characteristics of the deputies.
      </p>
      <p>
        Some of the information about Zemstvo figures was
established on the basis of a study of the personal
materials from archives (for ex. The State Archive of the
Perm Region. Fund 714) or personal sources such as
recorded memories and memoirs of Zemstvo figures
(A.A Bobrinsky, V.S. Golubev, E.I. Lamansky, G.E.
Lvov, S.A. Muromtsev, V.A. Obolensky, B.N. Chicherin,
D.N. Shipov and others
        <xref ref-type="bibr" rid="ref4">(for ex. Bobrinsky A.A., 1931)</xref>
        .
While the socio-cultural characteristics of the Zemstvo
deputies can be reconstructed on the basis of a wide
array of sources, the information about the activity of
deputies in the assembly was recorded mainly on one
type of source, the journals of provincial Zemstvo
assemblies.
      </p>
      <p>
        In relation to the reconstruction of the deputies’ activities,
a source-driven approach was used for this study. The
journals of the provincial Zemsky assemblies of the
Moscow, St. Petersburg and Perm provinces were the
main resource documenting Zemsky office work and
were the central source for understanding this aspect of
the deputies’ lives and identity. To study the journals the
information system “Journals of the provincial Zemstvo
assemblies ...” was used. The value of the journals and
their informational potential are discussed in the articles
by S. I. Kornienko and A. R. Ehlakova
        <xref ref-type="bibr" rid="ref19 ref27">(Kornienko S. I.
&amp; Ehlakova A. R., 2018)</xref>
        . It should be emphasized that
the journals had different degrees of detail of the
information displayed, including the published
transcripts of meetings, which does not allow for all
provincial Zemstvos to be identified equally and
evaluated in terms of the characteristics of the Zemstvo
Deputies. In rare cases where published assembly
journals were not available, unpublished meetings
transcripts, records, and handwritten texts of journals
stored in archives were analyzed (for ex. The State
Archive of the Perm Region. Fund 65).
      </p>
    </sec>
    <sec id="sec-5">
      <title>Methodology</title>
      <p>The study of collective portraits of Zemstvo deputies was
carried out in two major stages and initially covered the
deputies elected to the provincial Zemstvos in 1865-1890.
At the next stage, expanding the range of socio-cultural
characteristics and reconstruction of data on the activities
of deputies, the focus moved to the first triennium since
the elections. The Zemstvo deputies were elected for
three years and the first such triennium for the Moscow
and St. Petersburg provinces is 1865-1868, and
1870-1872 for the Perm province.</p>
    </sec>
    <sec id="sec-6">
      <title>4.1 Local personal image of deputies database.</title>
    </sec>
    <sec id="sec-7">
      <title>Socio-cultural</title>
      <p>
        social layers and on the dynamics of estate representation
in provincial Zemstvo assemblies were disproved. For
instance, as the study showed, during the years 1864
1890, representatives of the nobility dominated the
capital Zemstvos, which comprised 70-80% of the total
number of deputies. The composition of the Perm
provincial Zemstvo assembly was not so uniform. The
largest groups in the Perm Zemstvo were merchants,
peasants and officials, and the predominance of a
particular group was not constant, but alternated between
1870 and 1890. In the Perm provincial zemstvo, contrary
to the statements by B.B. Veselovsky
        <xref ref-type="bibr" rid="ref40">(Veselovsky B.B.,
1911)</xref>
        , there was no predominance of representatives
from the peasant estate and the number of peasants in
this period did not exceed the number of representatives
of other social strata.
      </p>
      <p>A number of the data obtained cast doubt on the opinion
that had taken root in Zemstvo historiography about the
ever-deepening crisis in the Zemstvo in the 1870s-1880s,
which was associated with low attendance. It was shown
that the regularity of visits by certain deputies was
almost the same on average. An analysis of the social
characteristics of these deputies allows us to talk about
the formation of a “professional” stratum. Some of the
results were obtained for the first time, for example, data
on the impact of the deputy’s experience, age, and
educational characteristics, as well as a number of
competencies on the possibility and likelihood of his
being elected to the Zemstvo. In addition, a comparison
of the socio-cultural image of the deputies of the
provincial Zemstvo assemblies of the provinces under
consideration allowed for identification of their common
and special features. Thus, the analysis of the database
allowed finding of new arguments for proving a number
of stipulations on the history of the Zemstvos existing in
historiography, questioning some established points of
view related to the social structure of provincial Zemstvo
assemblies, as well as introducing new knowledge with a
higher level evidence base.</p>
    </sec>
    <sec id="sec-8">
      <title>4.2 Information system “Zemstvo deputies”</title>
      <p>As a result of the work on the database and its analysis,
new research questions emerged, in particular relating to
the ways that the sociocultural characteristics of the
deputies influenced the activities, and assessment the
interdependence between the deputies’ image and
activity. Implementation and transformation of the
previous local database managed by MS Access was not
a viable option for a number of reasons, and the database
was only partially used as a structural and substantial
basis for filling the new information resource.</p>
      <p>
        The database “Zemstvo Deputies” of the newly designed
information system “Zemstvo Self-Government in
Russia”
        <xref ref-type="bibr" rid="ref42">(Zemstvo self-government.., 2019)</xref>
        has become
part of an information resource available online.
Functionally, the structure of database was expanded by
adding related sociocultural characteristics (for example,
fields about nationality, religion, place of permanent
residence, occupation, and some others were introduced),
and a set of fields describing the deputies’ activities was
developed.
      </p>
      <p>The reconstruction of the full range of activities was
carried out on the basis of a study of the legislation on
Zemstvo of the second half of the XIX century, but the
journals of the provincial Zemstvo assemblies were the
main sources for obtaining data.</p>
      <p>The following fields are highlighted as the main fields
for describing the activities of deputies:
• attendance of meetings (number of visits per
session);
• appointment or election to the Zemstvo
administrative position (chairman, secretary, member of
the Zemstvo Authority Body);
• election to the Zemstvo representation in various
non-Zemstvo institutions and organizations;
• election to Zemstvo commissions (temporary and
permanent);
• the signing of documents;
• reading reports or other documents at meetings;
• presentations in meetings about commission
reports;
• speaking at meetings on various issues;
• expressing a dissenting opinion (submitted as a text
message, published in a specific section in journals); and
• absence in the meeting.</p>
      <p>The characteristics of the deputies’ activities are
presented in quantitative data formats, which made it
possible to carry out a correlation analysis of the
relationship between the different characteristics of the
socio-cultural image and activities.</p>
      <p>
        In addition, in the structure of the information system in
the description of each deputy, data on the thematic
(quantitative and qualitative) variety of speeches is
displayed. Presentation of data on the speeches of
deputies is based on the study of the corpora of journals’
texts, the creation and analysis of personal sub-corporas
of speeches of deputies in meetings, as well as the
creation of cognitive maps reflecting quantitative and
qualitative information about speeches. Space diagrams
are published on the personal page of each deputy in the
project “History of the Zemstvo”
        <xref ref-type="bibr" rid="ref22 ref23 ref5 ref7">(for ex. Personal page
of Smyshlyaev…, 2019)</xref>
        and display information about
the set of topics of the deputies’ speeches in the meetings,
allowing assessment of the priorities in the deputies’
activities in the assemblies based on the distribution of
their attention to certain aspects.
      </p>
      <p>Currently, the system contains information about 265
deputies and data on socio-cultural characteristics and
performance indicators. The smaller number of
personalities compared to the previous database is
explained by the study in the current project only of
those deputies who were elected to Zemstvos in the first
three years from its establishment in the region. However,
it is assumed that in case of confirmation of the
effectiveness of the chosen approach, the project can be
continued and other personnel will be included in the
system and their set of features as well.</p>
      <p>The search module of the information system allows the
user to obtain complete lists of deputies of each province
or district, as well as to explore deputies individually by
specific characteristics of their socio-cultural image and
activity.</p>
      <p>The information system is developed on the MySQL
DBMS and powered by CMS WordPress.</p>
      <p>6.</p>
    </sec>
    <sec id="sec-9">
      <title>Discussion</title>
      <p>The prosopographical database and information system
allows the user to create and study collective portraits of
groups of deputies, compare these collective images with
images of deputy groups from different regions, and
identify common and special features, so revealing
information and knowledge which cannot be obtained by
traditional methods. The project can be further developed
by increasing the number of deputies, expanding the
chronological framework, and adding other provinces of
the Russian Empire to the project. However, the question
arises of how much personal information about each
individual deputy remains valuable and important as an
independent set of features, and not as part of a large
collective portrait? Are individual characteristics and
identities obscured by taking a collective approach? The
answer to these questions is obvious and complicated at
the same time.</p>
      <p>The unifying basis in the case of the information system
about deputies is the participation of these individuals in
the work of local self-government, the newly established
Zemstvo, the forerunner of the Russian parliament.
Consequently, the role of each deputy, his contribution to
the activities of the Zemstvo can be considered as a
general, to some extent impersonal work, or as an
individual.</p>
      <p>
        Can a Zemstvo case be regarded as an individual case?
Could the role of one person or a small core of active
participants dominate the general Zemstvo work, direct
and define it? And how important is it for us to know in
more detail about the image and activities of each
individual deputy, if he actively participated, but he did
not necessarily determine the course of development of
the Zemstvo province? How many such important
personalities are present in Zemstvos? To answer these
questions, we can observe the set of features devoted to a
deputy’s activity. Additionally, it is possible to apply
social network analysis approaches. Zemstvo assemblies
as an object of research have a number of features that
make it difficult to apply tried and tested methods of
modelling legislatures
        <xref ref-type="bibr" rid="ref25 ref29">(Porter M., 2007; Smetanin A.V.,
2009)</xref>
        . These features include a limited amount of
information in the sources about the personal activity of
each person, differences in the structure of the Journals
of Zemstvo Assemblies, the lack of collection of
signatures for draft decisions, and a fairly high level of
the deputies’ passivity. Building links in the network and
determining the interaction between deputies were
carried out on the basis of their direct interaction in the
conference room. So, the support for the opinion of the
previous speaker or the statement of the identical point
of view in the framework of the same meeting was
recorded as a single act of positive interaction. The
dispute or the statement of fundamentally different points
of view on the same issue was regarded in the framework
of the methodology as an act of negative interaction.
Social network modelling, building social and semantic
networks of Zemstvo deputies, showed the fragmentation
of the assemblies, determining the foundations of the
formation of groups of deputies and the system of
interconnections between deputies. As a result of the
analysis, it was shown that in the Perm provincial
assembly only 38% of deputies, and in Moscow 52%,
were connected by a network. The journals of the
Petersburg Zemstvo did not allow forming of a
statistically significant basis for network analysis due to
the specifics of the information displayed in them and
the prevalence of a collective “they” or a neutral “was
proposed” over an individualized display of information
(for example, deputy N “said”).
      </p>
      <p>
        Network analysis data
        <xref ref-type="bibr" rid="ref19 ref27">(Povroznik N.G., Smetanin A.V.,
2018)</xref>
        poses the question of whether absenteeists and
deputies who were present but did not actively express
their position should be ignored and the main focus
should be devoted to only the active core?
Indeed, network interrelationships are becoming
increasingly important in contemporary biographical
research
        <xref ref-type="bibr" rid="ref2">(Arthur P.L., 2017)</xref>
        and not only because
network analysis allows users to visualize the
connections of individuals, but also because the different
scale and different meanings of personalities in the
studied network become apparent.
      </p>
      <p>In this case, while ignoring part of the collective, the
whole collective portrait will appear differently and
reflect those who really worked, and not those who were
elected. It is probably worthwhile to form collective
portraits of individual groups according to the
contribution of the participants. In any case, the research
task is to study in detail each deputy, his sociocultural
image and activity, and then determine his role,
significance, and contribution to the common purpose.
With this approach, deputies find themselves under the
watchful historical “microscope”, when the role, place,
and value of each deputy becomes obvious, and the
uniqueness of each person is not lost in the team. In these
circumstances, the creation of digital biographies allows
us to choose which approach is more revealing and
appropriate. We do not impose any single point of view
on the questions postured, but see a solution in modern
digital technologies that provide opportunities for
different data representations, both collective and
individual.</p>
      <p>Zemstvo has become to some extent an opportunity for
deputies to express themselves. We cannot say for sure
about the meaning and role of each deputy in the life of
society at that time, but the real fact that they have been
trusted by a large number of people in the form of being
elected to self-governing bodies speaks about their
influence, authority, and motivation to work. Historical
sources and, first of all, Zemstvo documentation, contain
unique data such as transcripts of the speeches of
deputies in the assembly, the diversity of their activities,
which certainly provides important information not only
for understanding the development of the Zemstvo in
whole but also for personal activity. Unfortunately, there
are not many sources about the diverse activities of
personnel, alternative to Zemstvo documentation, and
they are mainly represented by memoirs written by a few
of the deputies. The particular importance of this project
lies in finding out more about the major deputies, who
did not leave other noticeable and significant
documented traces in history, except for activities in the
Zemstvo.</p>
      <p>Also, a positive strength of the database and information
system designed for this project is that in the future it
may be applied to solving problems other than the tasks
implemented in this study. The functional limitation of
this database is that only a part of the life biography of
the subjects is the focus of this study. At the same time,
in aiming to produce a more complete, unlimited
framework of certain chronology or subject matter, the
digital biography of individuals remains relevant. In
terms of future applications, researchers should look for
points of contact between the created system and its
compatibility with other projects, biographical
encyclopedias or personal regional projects in order to
enrich the information space with unique data. The
creation of life stories and the development of digital
storytelling can be promising, which has the potential to
attract a wider, not only expert, audience, increase the
social impact of such projects, and enhance their social
significance. Despite the fact that the system cannot at
the moment become the basis of a complete biography of
figures due to its fairly narrow research focus and limited
sources for which it is impossible to completely
reconstruct professional and any other activities of the
majority of deputies outside the Zemstvo, yet it has the
potential to become the basis for producing significant
digital stories dedicated to Zemstvo history and
personalities.</p>
      <p>7.</p>
    </sec>
    <sec id="sec-10">
      <title>Conclusion</title>
      <p>This project responded to the need to create a resource
available online so that the collected, processed and
published data received could be processed and analysed
for research purposes. The possibilities of using the
database and information system are not limited to
solving the tasks of the current research project, namely,
analyzing the socio-cultural characteristics and activities
of deputies, creating collective portraits, modeling the
socio-cultural and professional image of Zemstvo
deputies of selected provinces. It was also essential that
the available information about deputies as individuals
who lived and worked in the past, contributed to the
development of local self-government, and even to the
course of history in Russia, be exposed as part of the
digital public space, a part of the historical information
environment.</p>
    </sec>
    <sec id="sec-11">
      <title>Acknowledgements</title>
      <p>The study “Socio-cultural image and behaviour models
of deputies of provincial Zemstvo assemblies (based on
materials from Moscow, St. Petersburg and Perm
Zemstvo of the second half of the XIX century)” is
supported by the Russian Foundation for Basic Research
(No. 17-06-00470, head of the grant Professor S.I.
Kornienko).</p>
      <p>9.</p>
    </sec>
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