Automating and Simplifying Multiparty
Workflows
Richard W. Kroon
François Modarresse
Cite this article:
Kroon, Richard W., Modarresse, François; 2018. Automating and Simplifying Multiparty Workflows. SET INTERNATIONAL JOURNAL OF BROADCAST
ENGINEERING. ISSN Print: 2446-9246 ISSN Online: 2446-9432. doi: 10.18580/setijbe.2018.10. Web Link: http://dx.doi.org/10.18580/setijbe.2018.10
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Automating and Simplifying Multiparty
Workflows
Richard W. Kroon, Director of Engineering, Entertainment Identifier Registry Association (EIDR)
François Modarresse, Business Development, EIDR
Why Identify?
None of the above is practical without a means to identify
content as it moves along the production, storage,
modification, and distribution chain.
This is just a modern example of the problem of naming
things. If there is no name for something, you cannot talk
about it. If you are working with someone else, the two parties
must have either a shared name or a way of translating each
other’s names. If neither of those is present, no exchange of
information is possible.
To remain financially competitive, all broadcasters must
undertake continuous process improvement by increasing
process velocity, accuracy, and flexibility while reducing
time to market, manual touchpoints, and associated labor
costs. One of the most effective ways to do this is by
automating repeatable processes. Often, a necessary first step
is standardizing manual processes so that they become
amenable to automation. Along the way, organizations must
also give up a certain amount of proprietary customization in
the name of standardization, automation, and overall process
efficiency.
Any asset identification scheme that is clearly defined and
consistently applied can be used within a broadcast
organization. In fact, organizations tend to have several
different identification schemes in play at any given time,
including separate IDs for accounting, production,
scheduling, etc.
Abstract - Any broadcast organization that remains static runs the
risk of being overtaken by newer, more agile alternatives. To remain
competitive, broadcasters must constantly work to increase process
velocity, accuracy, and flexibility. These goals cannot be reached
without reducing time to market, manual touch-points, and
associated labor costs. A major hurdle on this road to efficiency is
the absence of a universal method to identify content, resulting in
unnecessary manual workflows and time- and resource-consuming
communications with third parties for the production, processing,
and exchange of content. Root causes for these impracticalities
include problems with work identification during acquisition,
reconciliation, and de-duplication of assets obtained from multiple
sources; placing high demands on limited resources; and causing
delays or reducing content capacity. A necessary element to solve
this problem is the use of globally unique and persistent works
identification. As such, it will open the door to quasi-instantaneous,
metadata based, machine-to-machine processes. A well-designed ID
will include content and video service identifiers. Its architecture
will also allow the embedding of other IDs such as pre-existing, inhouse, local, application-specific, third-party, or content-rich
commercial identifiers. Whether for feature films, episodic series, or
even sports, significant benefits can be found by leveraging a unique
ID recognized throughout the workflow and by all partners from
content origination to processing, enrichment, storage, distribution,
measurement, and attribution. In this paper, we explain the desired
structure of identifiers plus their positive impact on workflows and
speed. Finally, use case examples will demonstrate real-world
applications.
CONTENT
MANAGEMENT
BROADCASTING
CHALLENGES
IN
The Need for a Universal Identifier
However, the limitations of these proprietary constructs,
developed within broadcast organizations over time, are often
not apparent until one attempts to improve workflows that
include an external input or output.
For workflows related to content management, these external
interfaces almost always include manual touchpoints for title
matching. Traditionally, when two parties in the broadcast
ecosystem have communicated about a work of common
interest, they have identified the work by exchanging
descriptive metadata along with any contract, query, asset, or
transaction and then relied on manual labor to match
everything together. Unfortunately, communicating parties
do not always agree on what these descriptive data are or how
they are structured – even titles may differ, especially when
abbreviated to fit within arbitrary space limitations or when
dealing with international releases or foreign works. Thus,
record matching has been a long-standing challenge and
remains an ongoing expense.
In this light, internal identifiers are of limited use when
communicating with third parties. Organizations can agree on
an identification scheme with each of their supply chain
Broadcasting is an unforgiving, real-time environment where
the show must always go on, and the VOD or EST catalogs
must always remain well stocked – dead air is simply not an
acceptable option. Operational considerations abound: asset
management for both acquired and locally-produced content,
collating and presenting guide data, audience measurement,
language versioning, VOD and ancillary digital distribution
channels beyond initial broadcast, content archiving and
retrieval, contract compliance, etc.
Live event broadcasting raises the ante by eliminating the
delay between content creation and public presentation.
Sports broadcasting is more challenging still, combining all
the normal broadcasting attention points with the immediacy
of live event programming (variability in start times and
durations, weather and other delays, groups as participants,
late changes to participants, etc.) and the special nature of
sports programming (local blackouts, regional presentations,
multiple productions of the same competition, frequent
repetition of past matchups, frequent reuse of clips, sharing
clips and content among broadcast competitors, etc.).
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• They are resolvable – there is a mechanism where the
ID can be converted into a description of what it
identifies (and ideally the reverse, where you can find the
ID via its descriptive metadata). You cannot have a
shared identification system without an open and
accessible means of sharing the relationship between the
identifier and the identified.
partners, but this leads to an explosion of point-to-point
identifiers. In theory, there could be 10 different identifiers
per title in a 5-party ecosystem, though the actual number is
lower thanks to the use of commonly exchanged IDs, usually
those of a dominant partner. Regardless of the number, the
receiving parties must still manually match each received ID.
This could lead to five matching efforts per title in this
example.
If an identifier fails in any one of these dimensions, then any
workflow that depends upon it will eventually fail itself.
Implementing a shared identification system is not without
cost, so the parties in a supply chain should take great care
in the selection of their identification scheme to make sure
that it will continue to serve their needs far into the future.
Classes of ID
There is a wide variety of identification schemes at play
in the media industry, each with its advantages and
adherents. The most common options for shared
identification include.3,4
• Shelf Numbers (for physical assets) and Directory
Paths (for digital assets)
These are most useful for locating an asset once it has
been identified but are not useful as identifiers
themselves. They are only meaningful within the context
of a particular storage system and are not durably linked
to the asset being described – if the asset is relocated,
then its shelf number/path is changed.
• Classification Systems
These are most commonly found in libraries5 . The most
widely used of these is the Dewey Decimal
Classification system6 . They were first applied to print
works and have since been extended to include
audiovisual assets. They are “intelligent” numbers in that
meaning may be derived by parsing the classification
identifier according to a predefined formula. By their
very nature, they include subjectivity in their
assignment, so the same work may receive different
classifications in different collections even when using
the same classification system.
• Proprietary Inventory Indexing
These systems consist of a simple identifier assigned by
whoever holds an asset. They are easy to create, are
unique within their domain, and are permanently
associated with an asset. These are popular with media
archives, such as the British Film Institute7 , and are the
sort of identifier most commonly associated with a
digital asset management system (DAM). Since they are
only unique within their domain, the same ID could be
assigned by different parties to reference different things
and so are not globally unique. They can be used as
point-to-point identifiers between specific parties, but
this does not scale well.
• Statistically Unique Identifiers
This includes things such as UUIDs (Universally Unique
ID)8 , UMIDs (Unique Material ID)9 , and file hashes
(C4. MD5, SHA-2, etc.).10,11,12 They can be generated
by anyone at any time in such a way that they are
globally unique for all practical purposes13. The most
common failing of such non-hash-based systems is that
FIG 1: ID Uses in Workflows with External Touchpoints
These manual touch points must be removed if the benefits of
automation are to be realized.
Using a common, global identifier for these third-party
interactions reduces the number of IDs in play to one,
regardless of how many partners are involved in the
Exchange1, and in turn facilitates a greater automation of
processes while accelerating time to market.
An independent industry services company reviewed one
such use case, where several major broadcasters (ITV in the
UK, ABC Television Group and NBC in the US plus Sony
Entertainment Networks) and studios (Universal and Warner
Bros.) reviewed the opportunities and challenges of using a
universal ID in broadcast workflows. With full
implementation, they anticipated an annual savings of
US$26M (i.e. 79%) in content identification and management
costs2.
Desirable Attributes for IDs
Useful identifiers for multi-party media workflows possess
several key characteristics:
• They are globally unique – a particular identifier
resolves to a particular object. That object could be a
single asset or a collection of assets, but whatever it is, it
the association between the identifier and the identified
never changes.
• They are permanent – once assigned, the identifier
never goes away. It is always available for use in
reference to the identified asset.
• They are not proprietary – they may be issued by a
controlling organization, but once issued, there is no
restriction on their use. Anyone can use them at any time
in any workflow.
• They are large – the ID space must have sufficient
capacity to identify all the different assets that might
conceivably appear over time.
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ID Architecture in Registries
As pointed out earlier in this paper, the use of an ID
administrator brings many benefits. A good administration
authority will provide a publicly consultable registry of IDs
as well as methods of resolving IDs and searching for IDs.
The right registry must contain a number of different record
types, including Movies, TV programs, Radio programs,
Shorts, Series, Seasons, Episodes, Web programs, Clips,
Compilations, Composites, Supplemental programs, and
Manifestations (i.e. technical variations such as resolution,
encoding type etc.).
Most of these must be arranged in a hierarchical inheritance
tree for each audiovisual work. At the root of the tree is the
abstract Title record, which encompasses the referenced work
in all its forms. Beneath that, one must include the Edit
records that represent the different creative versions or cuts
of the work. If one Edit is derived from another, the Edit
relationship can be denoted by using child Edits (or Edits of
Edits). Beneath the Edits are the Manifestation records that
represent the different encodings or fixations of the Edits.
Manifestations must have the flexibility of being quite
detailed, so to enumerate each video or audio track with all
their technical details.
the same asset will receive a different ID every time an
ID is generated. File hashes will always be the same for
a given asset no matter who creates them, but they can
only be applied to digital files and a single bit’s
difference in a file results in an entirely different ID.
Finally, there is no way to determine what is identified
by a particular statistically unique identifier (they are not
resolvable outside the organization that created them).
• Shared, Curated, Globally-Unique Identifiers
This is the ultimate media asset identification and the
only type of identifier that meets all the criteria for use
in multi-party media workflows. Such identifiers are
issued by a controlling organization that ensures
uniqueness and provides ID resolution services. The
preeminent identifier of this type is the Digital Object
Identifier (ISO Standard 26324) 14,15,16. The
Entertainment Identifier Registry (EIDR) is a DOI
registration authority providing identification services
for audiovisual works17.
Desirable ID Structure
For broadcast applications, a typical DOI-compliant content
ID is organized in three fields.
FIG 2a: DOI-Based Content ID
Such IDs are part of the Digital Object Identifier (DOI)
namespace. Each DOI begins with a prefix that identifies the
particular type of DOI and the organization that administers
it. For audiovisual content identifiers, this is 10.5240,
indicating a Content ID administered by EIDR. That is
followed by a 20-character hexadecimal number, generally
presented in 5 hyphen-separated groups of 4 digits for human
convenience, and an alphanumeric check character. Such a
number space has sufficient capacity to identify
1,208,925,819,614,630,000,000,000 unique audiovisual
works, edits, and encodings, so it will remain viable for
decades – if not centuries – to come:
With 1 Septillion, 208 Sextillion, 925 Quintillion, 819
Quadrillion, 614 Trillion, 630 Billion different values, that
works out to roughly 160,000 IDs for every grain of sand in
the world, if this were a sand identification system.
As with all DOIs, this is a “dumb,” or opaque, number. Unlike
a cataloging system, no intelligence can be derived from the
ID itself other than the fact that it is an ID of a given family
as determined by the prefix. The ID associated with a work in
the abstract (a “title” ID) looks just like the ID for a specific
encoding of a particular edit of that work. The only way to
know for sure what the ID references is to resolve the ID.
EIDR IDs are always “read-for-free,” and public resolution
services are offered by both DOI and EIDR18. In addition,
users of such IDs, such as EIDR members, offer their own,
internal resolution services integrated into their proprietary
workflows 19.
FIG 3: Broadcast Hierarchy Example for Works of Fiction
In addition to the standard hierarchical inheritance tree
structure, the proper registry structure must also support a
number of different non-hierarchical relationships, such as a
Promotional relationship to link a trailer/teaser to the work it
promotes and a Composite relationship to link a composite
work (such as a “clip show”) to the source materials from
which it was assembled.
Live Programming Considerations
News and, even more so, sports present specific challenges as
depicted in the “Content Management Challenges in
Broadcasting” section above. The need for clips for reciprocal
exchanges with competitors down to several generation of reediting; variable and inconsistent schedules due to weather or
stoppage time, etc.; the existence of sub-events (football
leagues, regional vs national cups, disciplines in track-andfield, etc.); and the atypically high number of re-runs (or
Replay TV) imply the
need of additional relationship structures. Additionally, last
minute program changes due to last-minute cancellations,
team elimination from a knock-out round, etc. must be carried
out without confusing the consumer if program guides are not
properly updated.
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The proper registry must include fields that provide the means
to unambiguously identify works and their associated
derivatives.
For instance, in the case of program information for Digital
Video
Recorders
(DVRs),
additional
identifying
characteristics should be included as part of a standardized
registration practice, including:
• The original broadcast date (or anticipated broadcast
date for a program that has not aired yet)
• Anticipated running time (useful to distinguish a full
game from game highlights)
• The primary language used in the presentation (for
sports, this is generally the language spoken by the
commentators and used for on-screen text)
• Any alternate titles by which the program may be known
(quite useful for language disambiguation and later
discovery)
• Any alternate identifiers that may be available (including
house production IDs and event IDs)
FIG 5: Example of ID for Video Services by Brand or Affiliation
All of this results in a broadcast industry need for universal
video service – or channel – identification nearly as great as
the need for content identification. EIDR also administers a
DOI identifier for this purpose.
The TV Network Challenge
Many
Broadcast
networks,
Multichannel
Video
Programming Distributors (MVPDs) and streaming services
are organized in different regions, each with their own
schedules, time zones, or even languages.
FIG 2b: DOI-Based Video Service ID
The EIDR Video Service ID begins with the DOI prefix
10.5239 and is followed by eight hexadecimal digits,
presented as two groups of four. This has the capacity to
identify 281,474,976,710,656 different content delivery
services. As with EIDR Content IDs, the Video Service IDs
are read-for-free including ID resolution, metadata search,
and alternate ID cross-references. The individual Video
Services can indicate network affiliation and content
distribution relationships in addition to ownership interests
tied to other Video Services or separate organizations
(themselves identified by EIDR Party IDs in the form of
10.5237/XXXX-XXXX). As always, each Video Service
record can contain an unlimited number of Alternate IDs (see
“The Need for Nested IDs”, below), allowing the Video
Service registry to act as a cross-reference service that helps
to bring proprietary identification systems and supporting
workflows into the global identification framework.
FIG 4: ID for Video Services in Networks
Complex sophisticated organization also own multiple brands
or affiliates each with their own identity. The right ID and its
registry will allow the inclusion of brands and station
affiliations. The examples below show a structure for the
Disney / ABC broadcast group.
The Need for Nested IDs
Broadcast organizations have often relied on legacy
identifiers sometimes developed during the days of analog
signals and tape recorder infrastructures.
Routinely, different stations of a broadcast network – and in
some cases, different departments within an organization –
have their own content identifiers. (See “Why Identify?” and
“The TV Network Challenge”).
Concurrently, there is a need for application-specific
identifiers used internally or with partner companies for uses
such as audience measurement, human consumption (e.g.
EPG, VOD thumbnails, rating etc.), and many other
applications.
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Therefore, a universal ID must not exist in a vacuum. The
universal Registry must maintain a cross-reference service for
other third-party identifiers and house identifiers from a
variety of motion picture and television organizations and
industry service organizations. Not only should you be able
to resolve to an ID (and its associated metadata record) from
one of these alternative identifiers, but you should also be
given the ability to come in with one ID and go out with
another.
REFERENCES & END NOTES
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Journal, Winter 2014, pp. 148-150.
[2]. WaveSeven, “Broadcast Working Group Update –
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[3]. Kroon, Richard W. and Raymond Drewry. “EIDR for
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Conference Proceedings. Washington, DC: National
Association of Broadcasters, 2015.
[4]. Drewrry et al. “Content Identification for Audiovisual
Archives,” International Association of Sound and
Audiovisual Archives Journal, No. 45, Summer 2015.
[5]. Library of Congress (LOC). “Library of Congress
Classification.” Last modified October 1, 2014.
http://www.loc.gov/catdir/cpso/lcc.html.
[6]. Online Computer Library Center (OCLC). “Dewey
Decimal Classification summaries.” Accessed June 1,
2018.
https://www.oclc.org/dewey/features/summaries.en.html.
[7]. British Film Institute. “Advanced search.” Accessed June
1,
2018.
http://collectionssearch.bfi.org.uk/web/search/advanced
[8]. ITU-T (Telecommunication Standardization Sector of
ITU). “Information technology - Procedures for the
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in object identifiers” Last modified October 14, 2012.
https://www.itu.int/rec/T-REC-X.667-201210-I/en
[9]. IEEE (Institute of Electrical and Electronics Engineers).
“ST 330:2011 - Unique Material Identifier (UMID).” Last
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[10]. SMPTE (Society of Motion Picture and Television
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[11]. Rivest, Ronald, “RFC 1321: The MD5 Message-Digest
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[13]. Statistically unique identifiers are logically unique, rather
than globally unique. As such, they are not absolutely
guaranteed to be unique in all cases, but it is very unlikely
that the values will ever repeat.
[14]. International DOI Foundation. “Key Facts on Digital
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[15]. ISO. “ISO 26324:2012 Information and documentation -Digital object identifier system.” Last modified May 2012.
http://www.iso.org/iso/catalogue_detail?csnumber=4350
6
[16]. It is important to note that the Digital Object Identifier is
a digital identifier of objects, not an identifier of digital
objects. This is akin to the Flying Purple People Eater
being an eater of purple people rather than a purple
creature who eats people. (See: Song Facts. “The Purple
People Eater by Sheb Wooley.” Accessed June 1, 2018.
http://www.songfacts.com/detail.php?id=25985).
The
importance of this is that DOIs in general, and EIDR IDs
in particular, can be used to identify media assets in the
abstract or when fixed in physical or digital media.
[17]. Entertainment Identifier Registry Association. “About
EIDR.” Accessed June 1, 2018. http://eidr.org/about-us.
FIG 6: Universal ID as a translator to all other IDs
For example, one of EIDR’s studio members uses the EIDR
Registry to translate IMDb IDs (which they already have) into
Flixster IDs so they can access the Rotten Tomatoes scores
for critical and consumer review ratings.
Taken as a whole, a good Registry can deliver IDs for any
form of any type of audiovisual work. Once a particular
object has been identified, all parties in the media ecosystem
leverage that same ID for unambiguous identification and
automation without further manual intervention.
By using universal IDs, a world leader in digital distribution
measured a reduction of on-boarding time from 50 hours per
title to 12 minutes translating into faster time to market, cost
savings, and expansion of content capacity.
Conclusion: The Positive Spiral
A few moments spent with a blank whiteboard will lead to
the identification of many use cases where a universal
identifier (globally unique, permanent, and universally
accessible) can help reduce costs, increase accuracy, facilitate
new services, and make content even more accessible and
profitable. The value of universal identification grows
significantly with each additional party participating in the ID
ecosystem. To achieve these goals, a content identification
system must have a global reach and accurately and
unambiguously identify the various types of audiovisual
works, from the parent level through their derived edits down
to their specific representations with clips, composites, and
compilations alongside. In addition, such content IDs must be
accompanied by a compatible system of content delivery
channel IDs to capture a complete picture of the broadcasting
ecosystem. Following the rules of standardization, workflowagnosticism, commercial neutrality, and translation to
existing IDs ensures broad adoption and invaluable
economies of scale.
This open access article is distributed under a Creative Commons Attribution (CC-BY) license.
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[18]. Free public resolution services are offered at
https://dx.doi.org/ and https://ui.eidr.org/, respectively or
via the URLs https://ui.eidr.org/view/content?id=[EIDRID] and https://doi.org/[EIDR-ID].
[19]. EIDR Members span the media and entertainment
ecosystem including producers, distributors,
broadcasters, MVPDs (cable and satellite TV services)
post-houses, archives, and data aggregators in the
Americas, Europe, and Asia. (See: Entertainment
Identifier Registry Association. “Members.” Accessed
June 1, 2018. http://eidr.org/membership).
Richard W. Kroon is the Director of
Engineering for the Entertainment
Identifier Registry Association (EIDR).
Prior to EIDR, he held senior positions
with the Motion Picture Association of
America (MPAA), Technicolor and
MovieLabs. Mr. Kroon is a member of
the Society of Motion Picture and Television Engineers
(SMPTE), International Stereoscopic Union (ISU), and
the Advanced Imaging Society (AIS). He is the author of
numerous technical papers and several books. Mr. Kroon
holds a Bachelor of Science from the University of
Southern California (USC), an MBA from Auburn
University, and post-graduate certificates in Film, Television, and Multimedia from UCLA.
François Modarresse has over 30 years
of experience in broadcast and media
technologies, playing key roles in the
launch of HDTV and H264. He
currently runs international business
development for EIDR, a consortium of
the major Hollywood Studios, many of
TV Networks and streaming companies. Before EIDR,
François served many clients spearheading innovation in
the broadcast production and metadata worlds. Prior to
that, he led product marketing at Dolby, productizing
major technologies such as Dolby Mobile, Atmos and
Vision.
Received in 2018-06-08 | Approved in 2018-12-05
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